Patent Grant
11930126
The present invention relates to the field of implantable medical devices, and more particularly implantable medical devices having wireless data communications transceivers.
The present invention relates generally to systems and methods for providing secure and private communication channels for implantable medical devices using public communication networks and potentially insecure devices as intermediaries.
Implantable and programmable personal medical devices are becoming common. In some cases, these represent applications (“apps”) for smartphones. In other cases, regulated medical devices communicate through commercial off the shelf technologies. In both these cases, it is possible for provide communications to be intercepted, revealing potentially personal or confidential information. Further, it may be possible to modify communications, leading to misdiagnosis, improper treatment, or other harm.
For example, a smartphone app or the platform on which a smartphone app executes may include security vulnerabilities, even if the app is digitally signed. For example, of the medical device is a defibrillator, this could be reprogrammed to fail to generate a required discharge, or to discharge in a harmful or lethal pattern.
It is therefore desirable to make use of ubiquitous consumer technologies for communications, while isolating the privacy and security risks inherent in such technologies.
Øyvind Børthus and Tomas Mikael Engh, “Privacy protection in a mobile Biomedical Information Collection Service”, (Master's Thesis), Agder University College, Grimstad Norway (May 2005), expressly incorporated herein in its entirety, presents
The use of a mobile wireless sensor gives the patient the possibility of being at home and doing his or her normal daily activities while being monitored, but it also creates the need for new mechanisms for privacy protection. Fensli, R., E. Gunnarson, and T. Gundersen (2005) “A Wearable ECG-recording System for Continuous Arrhythmia Monitoring in a Wireless Tele-Home-Care Situation,” presented at The 18th IEEE International Symposium on Computer-Based Medical Systems, Dublin, Ireland. For the patient to stay in his normal environment gives several benefits for both the patient and the quality of the monitoring. The patient will be more relaxed and the recordings will not be affected by the stressful situation at a hospital.
A mobile wireless sensor is a compact electronic electrode attached to a patient that can measure different biomedical signals. In this scenario we are using a sensor for electrocardiogram (ECG) recordings as an example. This sensor will continuously measure and wirelessly transmit sampled ECG-recordings using a built-in RF-radio transmitter. The RF-radio receiver converts the ECG-samples by the use of a microcontroller before transmitting the ECG-samples to a standard personal digital assistant (PDA). The sensor measures ECG-signals with a sampling frequency up to 1000 samples per second. Crawford, M. H. et al. (1999) “ACC/AHA Guidelines for Ambulatory Electrocardiography: Executive summary and Recommendations” American College of Cardiology. The signal is digitalized with 10-bit resolution, requiring up to 10 kb/s of bandwidth plus overhead to transmit to the PDA. The range of the RF-radio signal is up to 10 meters. The transmitter chip used by the sensor described in Fensli et al. is a RF-transmitter CC1050 from ChipCon, operating at 869.700 MHz, with a bit rate of up to 76.8 kbit/s. The sensor will transmit continuously, and will be attached to the patient for 3 days to a week at a time. The sensor is a disposable unit, and will only be used once.
A PDA is used to receive the information from the sensor of Fensli et al. and will often have 400 to 600 MHz processor, 64 to 128 MB of internal memory and a memory card with capacity of more than 2 GB for storing data. The PDA has both a short range wireless RF-radio device and a GPRS card installed. The PDA is an “intelligent” unit, using automatic arrhythmia detection algorithms for analyzing the signals from the sensor and decides if the recordings are within normal values. As long as the signals are within normal values the PDA will regularly send an extract of the recordings to an electronic health register (EHR) connected to the Internet by the use of GPRS communication. If an abnormal ECG activity is encountered, the PDA will store 1 minute of the ECG recordings and then transmit the recordings to the EHR server.
There are several security and privacy threats relevant to this scenario. From a medical standpoint it is very important that the PDA only receives data from the correct sensor, and not from other devices in the same area. Keeping the integrity of the data is also very important to avoid false alarms or incorrect normal signals. The data must also be protected in such a way that possible attackers cannot get access to personal information about the patient.
For the transmission of data from the PDA to the EHR, and between users in the national health network many of the same threats applies. Integrity, security and privacy must be protected when sending electronic messages containing sensitive medical and personal information. The electronic messages contain a lot more sensitive information than the data packets sent from the sensor and thus require a higher level of security protection. Non-repudiation is especially important when sending messages regarding medication and diagnosis.
Bluetooth is a short range radio standard designed for low power consumption. On Jun. 14, 2002 the Bluetooth standard was published as IEE 802.15.1. Subsequent versions have been published. Bluetooth operates in the unlicensed industrial, scientific and medical (ISM) band at 2.4 to 2.485 GHz, using a spread spectrum, frequency hopping, full-duplex signal at a nominal rate of 1600 hops/sec. Bluetooth SIG (2004) “Specification of the Bluetooth System”. The adaptive frequency hopping (AFH) was designed to reduce interference between wireless technologies using the 2.4 GHz spectrum. The AFH detects other devices and avoid the frequencies used and can take advantage of the available frequencies. The AFH hops among 79 frequencies at 1 MHz intervals to give high interference immunity. The range of Bluetooth devices range from 1 to 100 meters depending on the device class used. Class 1 devices use a power of 100 mW giving it a range of up to 100 meters, class 2 uses 2.5 mW and have a range of up to 10 meters, and class 3 uses 1 mW and have a range of up to 1 meter. Class 2 is the most commonly used. Version 1.2 has a gross data rate of up to 1 Mbit/s and Version 2.0 with Enhanced Data Rate (EDR) has a gross data rate of up to 3 Mbps. The effective transfer rates are respectively 723.1 kbit/s and 2.1 Mbit/s. Bluetooth devices communicate in small groups of up to 8 devices, called a piconet. One device plays the “master” and the rest (up to 7) devices are “slaves”. Data can be transferred between master and 1 slave at any given time, and the master switches between slaves in a round robin fashion. Simultaneous transmission from master to multiple slaves is possible, but rarely used.
A Bluetooth device will transmit the following sets of information on demand: Device name; Device class; List of services; and Technical information. Any device can perform an inquiry to find other devices with which to connect, and any device can be configured to respond to such inquiries. If the device trying to connect knows the address to the device, it will always respond to inquiries with the information mentioned above if requested for it. Use of the devices services may require pairing or owner accept, but the connection itself can be established by any device and held until it goes out of range. All devices have a unique 48-bit address, but these are generally not shown in inquiries and instead user friendly “Bluetooth names” are used. These names can be set by the user and most devices come with a standard name set by the manufacturer. All devices also have a 24-bit class identifier, providing information about what class of device it is, for example mobile phone, headset or computer.
Bluetooth devices can be paired to establish a trusted connection. By user input (a pin code) they can learn a shared secret key known as a “passkey”. A device can then cryptographically authenticate the identity of another device. With some devices, like wireless earphones, it is impossible for the user to enter a pin code, and the device has a fixed pin code, which can be entered into the peer device. Trusted devices can also encrypt information they transmit so no one can “listen in”. The encryption can be turned off, and the passkey is stored in the device's memory, and not in the Bluetooth chip itself. The trusted connection can be canceled by either device at any time. Devices will generally require pairing or user input before it allows a remote device to use its services.
In order to communicate with other Bluetooth devices a device must be able to interpret certain Bluetooth profiles. These profiles define the possible applications. 24 profiles are defined and adopted by the Bluetooth SIG, for example: Generic Access Profile (GAP) which provides the basis for all other profiles. This profile describes which features must be implemented in all Bluetooth devices, generic procedures for discovering and linking to devices, and basic user-interface terminology; Basic Imaging Profile (BIP). This profile is designed for sending images between devices and includes the ability to resize, and convert images to make them suitable for the receiving device; and Human Interface Device Profile (HID) provides support for devices such as mice, joysticks, keyboards, etc.; Advanced Audio Distribution Profile (A2DP). Also referred to as the AV profile, it is designed to transfer a stereo audio stream like music from an MP3 player to a headset or car radio.
On the link layer Bluetooth uses the SAFER+ algorithm for authentication and key generation, and E0 stream cipher for encrypting packets. The link layer security is independent of possible application layer security. The SAFER+ (Secure and Fast Encryption Routine) algorithm is a block cipher with block size of 128 bits, and a default key size of 128 bits. Wikipedia.org “SAFER” en.wikipedia.org/wiki/SAFER. The cipher uses 8 rounds with 4 stages; a key-mixing stage, a substitution layer, another key-mixing stage, and finally a diffusion layer. The E0 is a stream cipher. Wikipedia.org “E0 (cipher)”, en.wikipedia.org/wiki/E0_(cipher). It generates a sequence of pseudorandom numbers and combines it with the data using a XOR operator. The key length is usually 128 bits, but may vary. For each iteration E0 generates a bit using 4 shift registers of different length (25, 31, 33, 39 bits), and two internal states, each 2 bits long. For each clock cycle, the registers are shifted and the two states are updated with the current state, the previous state and the values in the shift registers. Four bits are then extracted from the shift registers and added together. Then the algorithm XORs that sum with the value in the 2-bit register. The first bit of the result is output for the encoding. E0 is divided in three parts: 1. Payload key generation; 2. Key stream generation; and 3. Encoding.
The setup of the initial state in Bluetooth uses the same structure as the random bit stream generator. We are thus dealing with two combined E0 algorithms. Using the 128-bit key, Bluetooth address on 48 bits and the 26-bit master counter an initial 132-bit state is produced at the first stage. The output is then processed by a polynomial operation and the resulting key goes through the second stage, which generates the stream used for encoding. The key is a multiple of 2 varying from 8 to 128-bits length. 128 bit keys are generally used. These are stored into the second stage's shift registers. 200 pseudorandom bits are then produced, and the last 128 bits are inserted into the shift registers. It is the stream generator's initial state.
Shaked and Wool showed (Shaked, Y. and A. Wool (2005) “Cracking the Bluetooth PIN” Shaked, Yaniv, and Avishai Wool. “Cracking the bluetooth pin.” In Proceedings of the 3rd international conference on Mobile systems, applications, and services, pp. 39-50. ACM, 2005; www.eng.tau.ac.il/˜yash/shaked-wool-mobisys05/index.html (May 2, 2005)) that the PIN code used by some devices to add security can be easily broken, even on an old computer. They described a passive attack, in which an attacker can find the PIN used during the pairing process. They used less than 0.3 seconds to crack a 4-digit pin, as used by most devices using a pin code, on a Pentium III 450 MHz computer and even faster on a new 3 GHz Pentium IV. If two Bluetooth devices perform pairing in a hostile area, they are vulnerable to this attack. Lu, Meier, and Vaudenay (Lu Y., W. Meier, and S. Vaudenay (2005) “The Conditional Correlation Attack: A Practical Attack on Bluetooth Encryption” Crypto'05, Santa Barbara. CABA “Standards and protocols” www.caba.org/standard/zigbee.html (Jan. 18, 2006)) presented an attack on the E0 stream cipher. Using a conditional correlation attack developed and optimized against Bluetooth two-level E0 they attack a recently detected flaw in the resynchronization of E0. Their best attack finds the original encryption key for two-level E0 using the first 24 bits of 223.8 frames and with 238 computations. This is the fastest and so far only practical known-plaintext attack on Bluetooth encryption.
ZigBee Alliance was incorporated in August 2002, and announced the ZigBee standard in December 2004. The ZigBee standard was released public in June 2005. Other wireless transfer methods are focusing on transferring large amount of data as fast as possible, but ZigBee is going the other direction. It focuses on low powered devices with a need for security and sending small amounts of data. The ZigBee standard was created to “enable reliable, cost-effective, low-power, wirelessly networked, monitoring and control products based on an open global standard” ZigBee Alliance “Our Mission”. www.zigbee.org/en/about/ (online May 25, 2006). The most common devices that use ZigBee are industrial automation, remote metering, embedded sensors, medical devices, smoke and intruder alarms, interactive toys, building automation and home automation. ZigBee operates in the European 868 MHz ISM band with one channel, the American and Australian 915 MHz ISM band with 10 channels or the 2.4 GHz ISM band with 16 channels. The data rate is 250 kbit/s in the 2.4 GHz band, 40 kbit/s in the 915 MHz band, and 20 kbit/s in the 868 MHz band. ZigBee Alliance (2004) “ZigBee Specification v1.0”; Kinney, P. (2003) “ZigBee Technology: Wireless Control that Simply Works”, Kinney Consulting LLC, Chair of IEEE 802.15.4 Task Group, Secretary of ZigBee BoD, Chair of ZigBee Building Automation Profile WG. Transmission range is typical between 10 and 75 meters. The ZigBee protocol supports up to 65,536 nodes. It has handshaking for transfer reliability.
The ZigBee stack architecture is based on the standard seven-layer c is controlling the access to the radio channel. The mechanism used is called CSMA-CA. The MAC layer also transmits beacon frames, synchronization, and provides reliable transmission mechanisms. The network layer has 3 main functions: join and leave networks, apply security, and route frames to their destinations. In a coordinator device, the network layer has the responsibility to start a new network and discover what kind of application services nearby devices. It also assigns addresses to newly assigned devices. The network layer supports star, cluster three and mesh topology. As mentioned above, the APL layer consists of Application Support sub-layer (APS), ZigBee Device Object (ZDO) and manufacturer-defined applications. The APS is responsible for maintaining the tables for binding i.e. the ability to match two devices and forward the messages between two devices. The ZDO define the role of a device in the network (network coordinator, coordinator, or end device), initiate and/or respond to binding requests, and establish a secure connection.
ZigBee has several different security mechanisms (ZigBee Alliance (2005) “ZigBee Security specification overview”), and are found in the MAC layer, NWK layer and the APS layer. Among them are freshness, integrity, authentication, and encryption. The freshness checks prevent replay attacks. It uses incoming and outgoing freshness counters that are reset every time a new key is created. The integrity checks prevent anyone from modifying the message, and supports up to 128-bit message integrity. Authentication is handled either in the network level or the device level. The network level authentication is achieved when using a common network key. This will prevent attacks from outsiders, and it has very little memory cost. The device level authentication is achieved when using unique link keys between pair of devices. This prevents attacks from both outsiders and insiders, but has a higher memory cost. ZigBee supports 128 bit AES encryption. This encryption can be used either at network level or device level, and is handled the same way as authentication. The encryption can be turned on or off without impacting the freshness, integrity or authentication. ZigBee can also add security to frames. ZigBee Security can add headers to the data frames at the MAC, NWK, and APS layers. ZigBee supports 3 types of topologies: Star, Cluster tree and Mesh.
In a star topology the network is controlled by a PAN coordinator (network controller). All end devices can only talk to the coordinator. The coordinator is almost always in a listening mode, except when new end devices are trying to connect. The star topology supports up to 65,536 end devices. It is a very simple layout and has low latency. Øyen, G. E. (2006) “ZigBee and IEEE 802.15.4: A brief introduction”. In a cluster tree topology the tree structure is rooted at the PAN coordinator. The coordinator initiates the network, and the children (end devices) routes through parents in a hierarchy. It uses a multi-hop topology to increase the network range. The cluster tree topology is not ideal for network devices that require low latency. The idea with mesh topology is that messages can be routed from any source to any destination. The way this is done is that every FFD is functioning as a router for all its neighbors. Like cluster tree topology, the mesh topology uses multi-hop topology to increase the network range. It has high reliability, since the messages can go many routes. If one or more of FFD disconnects, the messages still gets to the destination, but uses another route than it normally does. This way it is self-configuring. Since this topology depends on the routers, it may not be ideal for battery driven networks, as the routers will have relatively large power consumption.
Only one Zigbee coordinator (ZC) is required in each ZigBee network. It is the most capable device in the network, and initiates the formation. It is the root of the network tree, and might bridge to other networks. It acts as a PAN coordinator (FFD) and as a router when the network is formed. The ZC also acts as a repository for security keys. The coordinator is also assumed to be the trust center, which is responsible for allowing new devices into the network and for distributing keys. It is possible for the trust center to be a dedicated device. The Zigbee Router (ZR) is an optional component in a ZigBee network. The routers associate with the ZC or with other previously associated ZR. The ZR acts as a coordinator (FFD) and is used as a local address allocation/de-allocation device. It is used in multi-hop routing of messages. The ZR also looks after its own Zigbee End Device (ZED). The ZED contains very little functionality. It is limited to communicate with its coordinator. The ZED is not allowed to associate or participate in routing. It requires the least amount of memory and is therefore cheaper than ZC or ZR. It has low power consumption since its parent puts it to sleep.
When a new device is installed in the network, it will initiate queries to discover already active ZigBee devices in the network. The request is either an IEEE address request, which is unicast, or an NWK address request, which is broadcast. When the unicast request is sent, it assumes the NWK address is known. When the broadcast request is sent, it carries the known IEEE address as payload. The response on these queries is dependent on the three device types mentioned above: ZED, ZR and ZC. The ZED responds to the query by sending its own IEEE or NWK address. The ZR responds to the query by sending its own IEEE or NWK as well as the IEEE and NWK address of all the other devices connected to the ZR. The ZC responds to the query by sending its own IEEE or NWK as well as the IEEE and NWK address of all the other devices connected to the ZC.
There are 3 different key types used in ZigBee; master key, link key and network key. The master key is used as basis for long term communication between devices, and can be either factory installed or be set up over the air or using out-of-band mechanisms. The link key is used for security between two devices. The link key is also used to authenticate devices to the coordinator device. The network key is used for security in a network. The link and network keys can be factory installed, be set up using a symmetric key-key exchange handshake or be sent from the trust center.
A wide range of ZigBee transceivers that are suited for use in a wireless sensor are available on the commercial market, from suppliers like ChipCon, CompXs, Helicomm Inc. and others. Newer models can come with built in hardware support for data encryption and authentication using AES on the link layer. An example of such a chip is the ChipCon CC2510. ChipCon “CC2510 Product Information” www.chipcon.com/index.cfm?kat_id=2&subkat_id=12&dok_id=258 (online May 24, 2006). The CC2510 is a powerful 2.4 GHz ISM band System-on-Chip designed for low-power and low-voltage wireless communication applications. This chip includes a dedicated 128-bit AES coprocessor to minimize the MCU usage when encrypting. It also has a dedicated DMA controller which moves data from a peripheral (in our case the sensor) to the memory with almost no intervention from the MCU. This way the MCU workload is reduced to a minimum. The chip has a 32 kB of programmable flash memory and 4 kB of RAM. This chip is developed to be energy efficient and have a low unit cost.
The ZigBee device installed in the PDA will most likely be an SD or CF card. Since our PDA must have a GPRS card, which usually is a CF card, the ZigBee card will be an SD card. An example of a ZigBee SD card is produced by C-Guys. C-GUYS www.c-guysusa.com (online May 24, 2006). They are a company that specializes in developing different SD and SDIO devices, such as SD controllers, memory cards, adapters and card readers. One of their products is a ZigBee SDIO card for use in PDA. The SDIO card is using the standard ZigBee frequency, the 2.4 GHz ISM band, has 250 kbps data rate and 10-meter range.
GSM offers several security services (Schiller, J. (2003) Mobile Communications, second edition, Addison-Wesley, pages 93-156), and they are found either in the SIM card or the AuC (authentication center, a separate system in the network that contains the algorithms for authentication and the keys for encryption). The SIM card stores personal data and a secret key Ki, and is only accessed with a four-digit PIN number. After MS authenticates itself, the MS and BTS (base transceiver station) encrypts all voice and data. There are 3 types of algorithms: A3 for authentication, A5 for encryption and A8 for generation of the cipher key. The algorithms are very weak, but it is possible for the network providers to use stronger algorithms for encryption or user can provide stronger end-to-end encryption. To encrypt the messages, a key Kc is created by using the individual key Ki and a random number by generated by the A8 algorithm. The Kc key is calculated both in the MS (SIM) and the network, and is not transmitted over the air interface.
GPRS (general packet radio service) is a packet-oriented operation in the GSM system, often called 2.5G, since the technology lies somewhere between 2G and 3G (2nd and 3rd generation mobile technology). en.wikipedia.org/wiki/GPRS (May 24, 2006). The idea behind GPRS is Wikipedia.org “GPRS” that all or some GSM-channels (time slots) are combined to one channel with higher capacity. Schiller, J. (2003) Mobile Communications, second edition, Addison-Wesley, pages 93-156. While GSM was primarily designed for voice transmission, GPRS is a more data-oriented transmission. The transmission is packet-oriented so that many users can transfer data when they need it, and don't use bandwidth when they have nothing to send. This type of transmission is especially designed for frequent transmission of small volumes of data, e.g., typical web requests or web response. The overall goal is the provision of a more effective and cheaper packet transfer for typical Internet applications that rely solely on packet transfer. The ISP is usually taking charge for the data volume transferred instead of charging for the connection time. Andersen P. B. og R. Johnsen “Mobiltelefon—Ikke bare prat” in (Ed.) Kunnskapsforlagets Årbok 2000 fag.grm.hia.no/ragnarymobile_syst/tradlos_komm.pdf. By doing it this way, the user is “always on”, and no connection has to be set up for the transfer.
For each new GPRS radio channel, the GSM can locate between one and eight time slots within a TDMA frame. Schiller, J. (2003) Mobile Communications, second edition, Addison-Wesley, pages 93-156. All time slots can be shared by the active users. It is possible to get a transfer rate to 170 kbit/s if you have max slots and are using the fastest coding, but a more realistic bit rate is 30-80 kbit/s. Wikipedia.org “GPRS” en.wikipedia.org/wiki/GPRS (May 24, 2006). CS-4 is the fastest coding scheme, but the least robust. This coding is available near the Base Transceiver Station (BTS). CS-1 is the slowest coding scheme but is most robust and is available when the Mobile Station (MS) is further away from the BTS. The GPRS operators usually reserves at least one-time slot per cell to guarantee a minimum data rate. Users can specify a QoS-profile themselves. This determines the service precedence (high, normal, low), reliability class and delay class of the transmission and user data throughput. The latency of GPRS is incurred by channel access delay, coding for error correction, and transfer delay in the fixed and wireless parts of the network. Due to these parts involved, the latency is very high, even with small packet sizes. A round trip is often higher than 1 sec, even with packets as small as 128-bytes. Table 2 shows some examples of the delay classes with different service data units (SDU) sizes. A MS (Mobile Station) that are using GPRS are considered a part of the internet and are assigned a private IP address. The operator translates the IP address into global addresses at the GGSN (Gateway GPRS support node) using a NAT (Network Address translation). The advantage of this approach instead of giving the MS an “ordinary” IP address is to protect the MS against attacks. The private IP addresses are not routed through the internet, so it is impossible to reach an MS from the internet. Other security mechanisms are the same as GSM.
EDGE (enhanced data rates for GSM evolution) is a digital enhancement of GSM, and the next step towards 3G and UMTS (EDGE is also called 2.75G, Wikipedia.org, “2.75G” en.wikipedia.org/wiki/2.75G (Mar. 23, 2006)). EDGE is using an enhanced modulation scheme and other techniques to get data rates up to 384 kbit/s using the same carrier size and frequencies as GSM. EDGE does not require any changes in the GSM core networks, but the base stations have to be upgraded. Wikipedia.org “EDGE” en.wikipedia.org/wiki/EDGE (May 24, 2006). Besides better data rate, the most important addition to GSM is CAMEL (customized application for mobile enhanced logic). CAMEL is an intelligent network support, and the services offered are especially effective when a subscriber is roaming between international network operators. Meskauskas, P., “Customised Applications for Mobile Enhanced Logic (CAMEL)”. Examples are no-prefix dialing and seamless MMS messages from other countries. EDGE is backward compatible with GPRS, and will use GPRS as transmission in those areas without EDGE support. Norway's largest telecommunication company, Telenor, has very good national EDGE coverage (Telenor Dekningskart telenormobil.no/dekninginnland/index.do (online May 25, 2006) www.telenor.no/bedrift/produkter/mobil/merom_umts_edge.html), and offers a download rate of 100-200 kbit/s and upload rate of 50-75 kbit/s.
UMTS (universal mobile telecommunication system) is a third-generation mobile technology used in Europe and Japan, and the 3G successor of GSM. Wikipedia.org “UMTS” en.wikipedia.org/wiki/UMTS (May 23, 2006). To avoid very high implementation cost, UMTS try to reuse as much GSM/GPRS technology and infrastructure as possible. It is especially designed for high-speed services like video telephony. All signals use the same frequency band, a 5 MHz wide band licensed to network operators. The signals are multiplied with a chipping sequence which is unique to each user. If someone tries to tap the signal, it would appear as noise to him if he doesn't know the spreading code. In its initiation phase, UMTS has a theoretical bit rate of 384 kbit/s in high mobility situations, and up to 2 Mbit/s in stationary user environments. UMTS Forum, “What is UMTS?” www.umts-forum.org/servlet/dycon/ztumts/umts/Live/en/umts/What+is+UMTS_index (online May 25, 2006). It takes twice as many base stations as GSM to achieve the same coverage, and to get fully fledged UMTS features including Video on Demand, a base station needs to be set up every 1-1.5 km. Some of the downsides of UMTS (as it is today) are: very poor coverage, poor battery life on the MS, impossible to provide complete UMTS features in rural areas, and lack of consumer demand for 3G.
Hash functions are the most versatile of all cryptographic primitives. Bishop, M. (2003) Computer Security Art and Science, Addison-Wesley. It can be used for encryption, authentication, and a simple digital signature. The typical use of a hash function is digital signatures. The idea behind hashing is to take a long string of bits (or bytes) as input, run a hash function, and produce a fixed length hash sum. Mao, W. (2004) Modern Cryptography Theory & Practice, Bristol, Prentice Hall. If you have a message (m) and a hash (h), you are signing h(m) instead of signing m. The reason for signing h(m) is that the message (m) are usually very large, up to millions of bits, but the hash functions are usually between 128 and 256 bits, thus making it much faster and more effective. One of the practical problems with selecting a hash function, is that there's only a couple methods to choose from Wikipedia.org “Cryptographic Hash Function” en.wikipedia.org/wiki/Cryptographic_hash_function (Apr. 25, 2006); the SHA family and MD5. There are a couple of alternatives, but they have not been tested thoroughly enough to trust them. A typical hash function is shown below. MD5 is a cryptographic hash function used to verify data integrity. Rivest, R. (1992), MIT laboratory for Computer Science and RSA Data security, Inc. April 1992. It was developed by Ronald Rivest in 1991 to replace MD4, because MD4 proved to have some security weakness. When using MD5, the message is split into blocks of 512 bits. Answers.com “MD5” www.answers.com/topic/md5 #after_ad1 (online May 25, 2006). The last block is padded, and includes the length of the message. MD5 has 128-bit hash value that is split into four words of 32 bits, each with a compression function h′ with four rounds. Each round mixes the message block and the state, with a combination of addition, XOR, AND, OR and rotation operations on 32-bit words. This way each message word is used four times. After the four rounds of the h′ function, the input state and the result are added together to produce the output of h′. The structure of operating 32-bits words is very efficient on 32-bits CPUs.
One of the basic ideas behind hash functions is that it is collision resistant. As of 2006, there were no known attacks on the MD5 function, but a collision of the compression function occurred in 1996. For modern applications, the 128-bit hash size is insufficient, and it is possible to find real collisions in about 264 evaluations of the hash function. This made security experts to recommend a replacement. One of them was SHA-1. SHA (Secure Hash Algorithm, Wikipedia.org “SHA Hash functions” en.wikipedia.org/wiki/SHA (May 6, 2006)) is a set of cryptographic hash functions. The first standard was just called SHA, but is now referred to as SHA-0. It was developed in 1993 by NSA (National Secure Agency) and published as a US government standard. It was found a weakness in this function, and NSA developed a fix which they published as an improved version called SHA-1.
SHA-1 (National Institute of Standards and Technology (1995) “Secure Hash Standard” www.itl.nist.gov/fipspubs/fip180-1.htm (online May 25, 2006)) is the successor of SHA-0 (and MD5) (Wikipedia.org “SHA Hash functions” en.wikipedia.org/wiki/SHA (May 6, 2006)), and was developed in 1995. It is used in a wide area of security applications, like TLS, SSL, PGP, SSH, S/MIME, and IPSec. SHA-0 and SHA-1 is based on the same principles as MD4 and MD5, and produces a 160-bit message digest with a maximum size of 264 bits. It is, unfortunately, 2-3 times slower than MD5. SHA-1 has a 160-bit state consisting of five 32-bit words. It uses four rounds that consist of a mixture of 32-bit operations. SHA-1 uses a linear recurrence to stretch the 16 words of a message block to the 80 words it needs, to ensure that each message bit affects the mixing function at least a dozen times.
The main problem with SHA-1 is the 160-bit result size. Collisions can be generated in only 280 steps, but it is reported that it can be generated in as few as 263 steps. Schneier, B. (2005), “New Cryptanalytic Results Against SHA-1” www.schneier.com/blog/archives/2005/08/new_cryptanalyt.html (Aug. 17, 2005).
3TDES has following specification: Three 56-bit DES keys=168 bits+parity bits=192 bits. The effectiveness is counted as only 112 bits because of the exposure to the man-in-the-middle attacks. The best know attack on the 3TDES requires 232 known plaintexts, 2113 steps, 290 single DES encryptions and 288-bit memory. 3TDES is no longer considered a very good encryption method. It is being replaced by its successor, AES with its better security mechanisms. AES has a larger block size, longer keys, freedom from crypto analytic attacks, and proves to be up to six times faster than 3TDES.
Advanced Encryption Standard (AES, Wikipedia.org “Advanced Encryption Standard” en.wikipedia.org/wiki/Advanced_Encryption_Standard (May 24, 2006)), also known as Rijndael is a block cipher. In 2000 NIST, National Institute of Standards and Technology, chose Rijndael as the new encryption standard for the US government. NIST selected the Rijndael algorithm in front of 4 other competitors based on the combination of security, performance, efficiency, ease of implementation and flexibility. Rijndael is a block cipher and uses a substitution-linear transformation network with 10, 12 or 14 rounds, depending on the key and block size. The key and block size can be individually specified to 128, 192 or 256-bits. A data block to be encrypted by Rijndael is split into an array of bytes, and each encryption operation is byte-oriented. Only block size of 128-bits is adopted in the AES standard. The AES does not describe how to handle and distribute keys, and need a secure key management infrastructure to maintain its high level of security. AES is about 6 times faster than 3DES in software implementations.
AES is a block cipher with a fixed block size of 128 bits and a variable key size of 128, 192 or 256 bits. The 128-bit message input block is segmented into 16 bytes. The data structure for their internal representation is a 4×4 matrix. Like the DES algorithm, AES comprises a plural number of iterations of a basic unit of transformation: “round”. Depending on the size of the key, AES uses 10, 12 or 14 rounds. A round transformation in AES is denoted by: Round (State, RoundKey). State is a round-message matrix, and is treated as both input and output and a length of 128 bits; RoundKey is a round-key and is derived from the input-key via key schedule. All round-keys are 128-bits, also when the encryption key is 192 or 256-bits. The key schedule is an algorithm for computing the sub-keys for each round in a product cipher from the encryption (or decryption) key. The execution of a round will cause the elements in of State to change value. For encryption the State input to the first round is the plaintext message matrix, and the output from the last round is the cipher text message matrix. For decryption they are respectively cipher text and plaintext message matrix. Each round, except the last round, consists of 4 stages: 1. SubBytes; 2. ShiftRows; 3. MixColumns; and 4. AddRoundKey. All rounds are identical with the exception of the final round, which does not include the MixColumns transformation. The round transformations are invertible for the purpose of decryption.
The SubBytes function provides a non-linear substitution on each byte of State. In the SubBytes step, each byte in the array is updated using an 8-bit S-box. A substitution box (or S-box) is a basic component of symmetric key algorithms, and takes some number of input bits, m, and transforms them into some number of output bits, n. This operation provides the non-linearity in the cipher. The S-box used is derived from the inverse function over GF(28), known to have good non-linearity properties. Non-linearity is an important property for a block cipher to prevent differential cryptanalysis. The ShiftRows step operates on the rows of the state; it cyclically shifts the bytes in each row by a certain offset. For AES, the first row is left unchanged. Each byte of the second row is shifted one to the left. Similarly, the third and fourth rows are shifted by offsets of two and three respectively. In this way, each column of the output state of the ShiftRows step is composed of bytes from each column of the input state. In the MixColumns step, the four bytes of each column of the state are combined using an invertible linear transformation. The MixColumns function takes four bytes as input and outputs four bytes, where each input byte affects all four output bytes. Each column is treated as a polynomial over GF(28) and is then multiplied modulo x4+1 with a fixed polynomial c(x)=3x3+x2+x+2. ShiftRows and MixColumns are intended to achieve a mixture of the bytes positioned in different places of a plaintext message block. In the AddRoundKey step, the subkey is combined with the state. For each round, a subkey is derived from the main key using the key schedule; each subkey is the same size as the state. The subkey is added by combining each byte of the state with the corresponding byte of the subkey using bitwise XOR. This stage provides necessary secret randomness to the message distribution. To decrypt, the 4 functions of each round are inverted, and implemented in reverse order. The AddRoundKey is its own inverse and the same for both encryption and decryption. Three different key lengths, 128,192, and 256 are supported by AES, making it possible to choose stronger security or better efficiency. All key lengths are secure enough to be used for most levels of classified information. Only for extreme security requirements is it required to use 192 or 256-bit key lengths. The American National Security Agency has conducted a research on the strength of the AES algorithm (CNSS (2003) “CNSS Policy No. 15, Fact Sheet No. 1 National Policy on the Use of the Advanced Encryption Standard (AES) to Protect National Security Systems and National Security Information”) stating: “The design and strength of all key lengths of the AES algorithm (i.e., 128, 192 and 256) are sufficient to protect classified information up to the SECRET level. TOP SECRET information will require use of either the 192 or 256-bit key lengths.”
Public Key Infrastructure (PKI) is a policy to establish a secure method for information exchange. Bishop, M. (2003) Computer Security Art and Science, Addison-Wesley. It is also a set of integrated services and administrative tools to create and manage applications based on public keys. This includes cryptographic methods, the use of digital certificates, certification authorities, and the system to manage the process. There are two key elements in PKI: Public Key Cryptography and Certification Authorities (CA). Public Key Cryptography is a form of cryptography and uses a pair of cryptographic keys designed as a private key and a public key, which are related mathematically. The private key is kept secret by the user and the public key may be widely distributed. Generally, if user Bob shall send a message to user Alice, Bob will contact Alice and ask for her public key. Alice sends Bob her public key, and Bob uses it to encrypt his message. Bob will then send Alice the message, encrypted with Alice's public key, and the only way to decrypt the message is to use Alice's private key. Børthus, B and Tomas, E. (2005), “Public Key Infrastructure for Windows Server 2003”.
Some examples of public key techniques are: Diffie-Hellmann, DSS, ElGamal, RSA, and various Elliptic Curve techniques. Wikipedia.org “Public Key Infrastructure” (May 26, 2006).
A CA is responsible for establishing and vouching for the identity of certificate holders. A CA also revokes certificates if they are no longer valid and publishes certificate revocation lists (CRLs) to be used by certification verifiers. The certificates are issued by a CA based on information provided in the certification request and settings contained in a certification template. A certification template is the set of rules and settings that are applied against incoming certificate requests. The most common digital certificates in PKI use the X.509 Digital Certificate format and usually contain the following: The user's public key; The user's identity, such as name and e-mail address; The validity period of the certificate; The digital signature of the issuer, which attest to the validity of the binding between the user's public key and the user's identifier information. There are different levels of certificates based on the need for functions. As a general rule, the higher level of the certificate, the stricter are the policies for verifying. PKI supports hashing to keep the integrity of the data.
Smart cards are pocket sized plastic cards with embedded integrated circuits. There are 2 broad categories of cards; memory cards and microprocessor cards. The standardization of smart card systems is an ongoing process. One of the standards most referred to is the ISO-7816 standard. A memory card contains non-volatile memory that can store information and perhaps some specific non-programmable security logic. An example of a memory card is a prepaid phone card. They can also be used as a high security alternative to magnetic stripe cards. Memory cards can only perform fixed operations. Microprocessor cards contain memory and microprocessor components. These cards can process data on the card and can used for a variety of applications. Microprocessor cards can provide secure access to networks, be used as SIM card in mobile phones and as electronic wallets. Smart cards are engineered to be tamper resistant and are very suitable to hold personal digital signatures that can be used as authentication to grant access to secure networks. Hong Kong University of Science & Technology (1998) “Guide to Smart Card Technology”.
The definition of VPN is “A virtual private network (VPN) is a private data network that makes use of the public telecommunication infrastructure, maintaining privacy through the use of a tunneling protocol and security procedures”. VPN Consortium (2006) “VPN Technologies: Definitions and Requirements” www.vpnc.org/vpn-technologies.html. A VPN makes it possible to share resources in a secure way over an insecure public network like the Internet. There are 3 important VPN technologies used: secure, trusted and hybrid VPN. Only secure VPN is relevant to our scenario. Secure VPN uses an encrypted secure “tunnel” to transport data over a public network. Tunneling is generally done by encapsulating the private network data and protocol information within the public network transmission units so that the private network protocol information appears to the public network as data. Tunneling allows the use of the Internet, to convey data on behalf of a private network in a secure way. There are several secure VPN protocols, like IPsec, SSL and PPTP. A properly chosen, implemented, and used secure VPN protocol can provide secure communications over unsecured networks, and provide protection of confidentiality and integrity, and sender authentication to ensure privacy.
Secure authentication is very important when using a VPN solution. Authentication mechanisms can make use of what you know (pin code, password), what you have (smart card) or what you are (fingerprint, retinal scan). Wikipedia.org “Virtual private network” en.wikipedia.org/wiki/Virtual_Private_Network (May 25, 2006). The use of one of the above will give weak authentication, but the use of two will give a much stronger authentication.
The present invention provides a medical device, which may be an implantable device, having a low power communication transceiver with limited communication range. The medical device includes its own processor configured to establish and communicate through an encrypted secure channel which tunnels over a network connection. For example, a virtual private network (VPN) is provided. This VPN then communicates with a predetermined endpoint through potentially insecure public channels and infrastructure.
The technology provides, for example, an implantable medical device, comprising: a self-contained power source (e.g., a battery, supercapacitor, fuel cell, nuclear cell, energy harvesting system, etc.); at least one programmable automated electronic processor; a wireless radio frequency digital communication radio transceiver; a digital memory; and a physiological interface adapted to at least one of receive a physiological signal, produce a physiological stimulation, produce a motion or displacement, infuse a drug, and acquire a biological sample, wherein the at least one programmable automated electronic processor is configured to communicate using a potentially insecure channel with a relay device, and through the relay device establish a secure communication tunnel to a plurality of different endpoints on a public network, and being configured to respond to a request for opening a communication channel with a respective endpoint based on a received message, the plurality of different endpoints each being associated with a respective security certificate to implement a private key infrastructure, the at least one programmable automated electronic processor being configured to verify a the respective security certificate against a certificate revocation list prior to transmitting private data or accepting receiving data as valid.
Electronic medical device may include cardiac monitors, pacemakers, defibrillators, neurological stimulators, pain control devices, artificial or assistive sensory technologies (hearing aids, optic stimulators to restore vision, etc.), insulin and other drug infusion pumps, bladder control stimulators, etc.
In one embodiment, the medical device supports an IEEE-802.11x protocol; however, these tend to be power consuming, and often have communication bandwidth and capabilities not required for a medical device. The medical device may have a strictly limited power budget, making such communications imprudent. However, in certain circumstances, an 802.11b or 802.11g communications might be appropriate. Further, in some configurations, external power might be available during communications.
In another embodiment, a Bluetooth protocol, IEEE 802.15.1 is employed. Bluetooth employs a 2.4 GHz band (2400-2480 MHz). in a frequency hopping spread spectrum protocol having 79 channels each with a bandwidth of 1 MHz. The protocol uses Gaussian frequency-shift keying (GFSK) modulation (Bluetooth 1.0), it/4-DQPSK and 8DPSK (Bluetooth 2.0+EDR) modulation supporting 1, 2 or 3-Mbits/sec communications. While Bluetooth communications employ security, this typically is only between paired communication partners or small subnets.
Other protocols may be employed; however, it is important that the protocol comprise error detection and correction, tunneling encryption, and low power. Because implantable medical electronics may endure for many years, it may be important that the endpoint of the tunneling encryption be updatable in a secure manner.
Therefore, each implantable medical device has its own digital certificate, and only through a key exchange process will the device open a communications channel. Typically, VPN's are locked to particular endpoints. However, this potentially limits availability of access to the device in emergencies, and permits a central point of failure. Meanwhile, providing a special “administrative access” mode which bypasses the VPN with a lower security level effectively reduces the net security of the device to that lower level plus any vulnerabilities in the VPN implementation. While there are advantages in having a fully standards-based IP-SEC VPN mode of operation, the purpose of the encrypted communication is to provide privacy and security, and any vulnerability leads to a reduction in these.
In an emergency, such as a central point of failure, bankruptcy or government action to interrupt services, IP filtering, or the like, it is desirable to provide a secure and private mode of access to the device which permits both downloading of information from the device and uploading operational parameters and commands to the device. An implantable medical device typically has only a rudimentary local user interface, which may be a magnetic field, mechanical pressure, or other physical effect, but preferably there is no required local user interface at all; that is a physician or other trained and authorized medical service provided can remotely access the device, receive data from the device, and upload data to the device, without required user intervention at the device.
As discussed above, a smartphone or other internet or network-connected device serves as a relay. According to one premise, these relay devices are not themselves medical devices, and may include vulnerabilities and therefore should not be presumed secure in all aspects. For example, requiring the user to input a personal identification number (PIN) or password through a smartphone to authorize access to the device might lead to release of the PIN or password by a keystroke logger or other malicious software on the phone, or if the phone must further communicate the PIN or password, it could be intercepted in transmission. It is possible for the device to authenticate the relay device based on an authentication protocol, independent of the formation of the VPN channel to a remote endpoint, but some relay infrastructure, such as wireless access points, do not support customized apps or such authentication, and indeed, these may be in fact truly insecure and security-compromised.
Therefore, the device operates by periodically polling its environment for available communications relays, and may in fact operate in a multiprotocol manner. If it finds a suitable partner, it then selects a “best” partner (or may indeed select multiple partners), and establishes a communication link. Typically, the device will seek to establish the lowest power consumption reliable link available. Various ad hoc networking technologies may be employed to balance link reliability and power consumption.
After a link is established, the device then communicates through the link, which acts as a router, to an Internet connected resource or other resource available through the link. In order to ensure compatibility, preferably IPv4 and/or IPv6 communications protocols are employed, generally with TCP. The device seeks to communicate with a registration server or distributed registration server, in which the device authenticates the server, and the server identifies and authenticates the device. Once the handshake authentication, which may employ a Kerberos-type cryptographic protocol, is complete, a message stored in the server is processed by the server, and/or is communicated to the device, representing a request for communication. That is, for example, a service provider may have a pending request to download a data file from the device. That request identifies the service provider and other parameters of the request. The device then seeks to form a communication channel, through the link, with the identified service provider based on the identification. A token may be communicated from the registration server to the device, which is then used as part of a protocol to establish the communication channel; however, it is preferred that the mutual authentication of the device and the service provider be conducted directly through these two communication partners. The device seeks to authenticate the service provider to ensure privacy of the communication, etc. The service provider, however, seeks to authenticate the device in order to avoid uploading malicious data that may incur costs and/or lead to changes in functioning of the device that is party to the communication, or another device that is being spoofed.
Once the device and service provider establish a communication link, which will generally be encrypted and secure, e.g., a VPN, communications, up to and including a full exchange of information, may be conducted, depending on various security rules and administrative limits. A certificate exchange protocol is provided to mutually authenticate the device and service provider. The device stores a set of certificates for a set of authorized communications partners. An emergency override is provided only upon physical access to the device, such as by activating a magnetic reed switch, or generating a unique pseudo-physiological signal that can be recognized by an internal controller.
The authorized communications partners may be, for example, the manufacturer (which itself may serve as a root certificate authority), the patient's physician, the patient's hospital, an on-line service which maintains the device, etc. In some cases, multiple authorized communications partners may be required to concur on a change to be made to the device operational parameters. This serves to limit mistakes, and also control system security.
For example, an implantable pacemaker-defibrillator device maintains an EKG record for the patient for an extended duration, e.g., 1 month, as well as various events and determinations. After some period of time, for example 3 weeks, the device seeks to download its archive to free storage space and permit medical monitoring. The implantable device therefore enters a mode where it seeks suitable communications relays, and may produce a signal perceptible by the patient for the patient to make a relay available. The device uses a Bluetooth protocol to find a Bluetooth compatible device configured to accept the relay communication. For example, the user has a smartphone that has an application installed that listens for the device communications (or proactively communicate with the device). If the device fails to find a compatible device, over an acceptable period of time, it may shift to a different protocol, for example Zigbee or 802.11b/g/n. An 802.11n protocol requires a higher power mode of operation, but may permit communications over a shorter duration. After finding a suitable relay, the device handshakes to establish a link, but does not necessarily require a secure or reliable link. The device then uses the relay to commence negotiation of a virtual private network with at least one of its predetermined endpoints. The link is established based on both an address of the endpoint (i.e., IPv4 pr IPv6 address), and secret information which acts as a cryptographic key, wherein the secret itself is not communicated between the partners. The authentication is mutual.
In some cases, after an analysis of the data, a medical professional or automated device may determine that the parameters of operation of the device require updating. In that case, both the treating physician/cardiologist and manufacture (or authorized service provider) may be required to concur on the proposed changes. Typically, the dual authorization is ensured by the device, and the authorization does not rely on one party to offer proof of authorization by the other. Therefore, the device uploads the proposed changes to the parameters, and then communicates with the other authorizing party the proposed changes. This dual communication paradigm may incur higher energy consumption or inconvenience, but limits the risk of collusion or breach of security.
Once the parameters are updated and dual-authorized, the device may then adopt and use the new parameters.
In some cases, it is the certificates maintained in the device that require updating. In that case, the device typically uses a public key infrastructure key hierarchy management system, to manage key importing, expiration, revocation, and use.
Since the relay device, e.g., smartphone is generally near to the patient, in some cases, there is significant incentive to trust that device and therefore increase communications and power efficiency. One way to achieve trusted operation is for the smartphone to enter a mode where the existence of malware or unpatched vulnerabilities are detectable, and therefore that in an absence of either, the local processor can be permitted access to private information and/or control over sensitive parameters. For example, the execution of a program by the smartphone can be checkpointed and compared against a set of known-good checkpoints for the same code, or the code interspersed with “generic” sequences that are also executed remotely on a reference platform, and the results compared. In this case, the results to be analyzed are not necessarily the regular output of the program, but memory pages, executing timing, and other indicia of the nature of the software environment. If unauthorized software is concurrently executing, its presence will be made known by changes in timing of execution, content or hash signatures of memory pages, etc.
The present technology seeks to exploit the known state of the art in virtual private networks. The following references are therefore cited and expressly incorporated by reference in their entirety:
U.S. Pat. Nos. 5,246,008; 6,292,659; 6,643,650; 6,700,535; 6,721,542; 6,744,753; 6,772,331; 6,789,077; 6,789,126; 6,792,466; 6,810,363; 6,813,501; 6,845,097; 6,850,979; 6,862,594; 6,868,447; 6,879,574; 6,885,388; 6,886,095; 6,898,445; 6,898,618; 6,908,391; 6,912,657; 6,916,247; 6,917,976; 6,918,084; 6,922,725; 6,925,562; 6,945,870; 6,947,995; 6,948,066; 6,950,875; 6,950,946; 6,961,541; 6,965,868; 6,968,453; 6,970,869; 6,973,493; 6,975,205; 6,980,660; 6,990,444; 7,010,573; 7,016,966; 7,028,184; 7,031,945; 7,042,988; 7,065,574; 7,065,579; 7,072,967; 7,080,078; 7,082,200; 7,084,736; 7,089,089; 7,089,298; 7,096,137; 7,103,313; 7,110,372; 7,116,661; 7,120,667; 7,121,639; 7,136,927; 7,146,307; 7,152,942; 7,155,518; 7,162,454; 7,165,107; 7,165,824; 7,167,892; 7,167,920; 7,171,323; 7,181,572; 7,181,614; 7,185,199; 7,188,251; 7,188,282; 7,197,565; 7,200,848; 7,203,665; 7,203,753; 7,206,841; 7,206,934; 7,213,047; 7,215,775; 7,216,109; 7,216,231; 7,216,365; 7,222,187; 7,243,356; 7,249,182; 7,251,331; 7,254,608; 7,260,538; 7,260,543; 7,262,709; 7,263,560; 7,263,612; 7,275,102; 7,275,156; 7,278,034; 7,278,697; 7,280,975; 7,283,803; 7,290,132; 7,293,047; 7,295,119; 7,297,062; 7,299,007; 7,302,592; 7,308,496; 7,312,721; 7,318,049; 7,318,086; 7,328,243; 7,339,914; 7,340,214; 7,340,438; 7,340,500; 7,340,770; 7,343,350; 7,346,167; 7,348,895; 7,356,329; 7,366,901; 7,370,091; 7,377,608; 7,379,891; 7,379,913; 7,383,433; 7,386,517; 7,392,375; 7,392,387; 7,395,333; 7,395,536; 7,398,533; 7,399,043; 7,401,152; 7,401,153; 7,409,434; 7,409,569; 7,412,518; 7,415,424; 7,415,439; 7,415,537; 7,418,593; 7,420,956; 7,421,411; 7,424,285; 7,426,271; 7,426,721; 7,433,649; 7,433,773; 7,444,644; 7,454,542; 7,454,619; 7,458,082; 7,461,172; 7,475,244; 7,477,873; 7,484,225; 7,487,509; 7,500,104; 7,509,387; 7,512,649; 7,516,325; 7,522,549; 7,523,111; 7,529,713; 7,533,141; 7,533,161; 7,533,172; 7,536,177; 7,536,723; 7,545,941; 7,546,254; 7,548,946; 7,549,056; 7,562,028; 7,562,051; 7,565,328; 7,565,529; 7,570,943; 7,571,346; 7,573,855; 7,574,523; 7,577,575; 7,577,619; 7,577,620; 7,577,834; 7,581,096; 7,584,360; 7,587,196; 7,590,589; 7,592,829; 7,596,227; 7,597,250; 7,599,305; 7,600,252; 7,606,242; 7,606,570; 7,607,012; 7,613,881; 7,617,159; 7,624,143; 7,630,941; 7,634,230; 7,649,872; 7,657,255; 7,657,597; 7,660,990; 7,660,998; 7,672,662; 7,680,133; 7,684,374; 7,689,508; 7,697,894; 7,698,393; 7,701,912; 7,702,821; 7,703,073; 7,707,415; 7,707,621; 7,708,194; 7,712,111; 7,712,777; 7,715,351; 7,716,492; 7,724,717; 7,730,482; 7,733,804; 7,743,074; 7,747,980; 7,748,618; 7,757,076; 7,760,654; 7,761,863; 7,761,885; 7,761,910; 7,762,470; 7,770,008; 7,774,495; 7,778,927; 7,783,041; 7,783,777; 7,783,886; 7,787,865; 7,788,663; 7,801,058; 7,801,781; 7,804,807; 7,818,519; 7,818,811; 7,822,863; 7,823,772; 7,831,238; 7,831,752; 7,831,827; 7,844,834; 7,848,746; 7,849,140; 7,853,255; 7,853,780; 7,860,922; 7,860,923; 7,864,673; 7,869,601; 7,870,097; 7,881,667; 7,886,962; 7,899,187; 7,899,915; 7,904,074; 7,907,935; 7,916,861; 7,920,518; 7,920,534; 7,920,851; 7,937,089; 7,944,577; 7,945,959; 7,950,047; 7,953,818; 7,962,164; 7,970,894; 7,974,234; 7,974,296; 7,975,002; 7,975,051; 7,978,062; 7,979,692; 7,983,615; 7,983,835; 7,986,704; 7,987,491; 7,990,947; 7,991,764; 8,000,314; 8,001,232; 8,005,476; 8,009,608; 8,013,732; 8,014,722; 8,019,352; 8,023,425; 8,028,329; 8,031,650; 8,032,939; 8,036,195; 8,037,202; 8,038,239; 8,046,328; 8,046,504; 8,050,405; 8,064,412; 8,064,879; 8,064,926; 8,068,831; 8,073,839; 8,082,491; 8,090,399; 8,103,691; 8,103,718; 8,108,455; 8,116,734; 8,117,547; 8,127,039; 8,130,146; 8,131,645; 8,135,796; 8,136,149; 8,139,588; 8,144,725; 8,145,219; 8,149,848; 8,150,312; 8,150,372; 8,150,416; 8,151,336; 8,156,337; 8,159,985; 8,160,077; 8,161,172; 8,165,142; 8,166,296; 8,166,551; 8,171,136; 8,171,292; 8,175,528; 8,179,911; 8,182,340; 8,185,119; 8,193,930; 8,195,233; 8,195,934; 8,200,195; 8,200,700; 8,204,522; 8,204,992; 8,212,667; 8,213,907; 8,214,228; 8,214,645; 8,223,010; 8,224,893; 8,225,094; 8,225,380; 8,226,474; 8,228,861; 8,229,785; 8,229,812; 8,229,813; 8,229,888; 8,233,471; 8,234,387; 8,245,315; 8,249,028; 8,249,559; 8,250,207; 8,250,628; 8,260,274; 8,260,320; 8,261,338; 8,266,212; 8,266,438; 8,266,676; 8,270,310; 8,270,952; 8,271,800; 8,271,802; 8,275,395; 8,275,672; 8,279,067; 8,280,359; 8,281,169; 8,284,748; 8,289,886; 8,290,498; 8,296,825; 8,301,784; 8,302,167; 8,305,935; 8,305,936; 8,305,980; 8,311,214; 8,311,939; 8,316,091; 8,316,438; 8,320,879; 8,321,330; 8,321,526; 8,321,534; 8,322,607; 8,326,958; 8,327,131; 8,331,901; 8,335,222; 8,335,304; 8,341,141; 8,341,291; 8,341,292; 8,345,881; 8,346,248; 8,347,088; 8,347,093; 8,351,898; 8,352,342; 8,352,636; 8,353,052; 8,355,337; 8,359,016; 8,359,397; 8,364,961; 8,369,830; 8,370,236; 8,373,556; 8,375,202; 8,379,564; 8,380,982; 8,381,262; 8,385,240; 8,385,916; 8,386,394; 8,392,289; 8,395,498; 8,396,458; RE42725; RE42871; 20020069278; 20020072975; 20020075844; 20020133534; 20020143655; 20020143855; 20020143944; 20020147771; 20020147810; 20020152299; 20020161476; 20020184310; 20020184311; 20020184357; 20020184358; 20020188657; 20030002521; 20030041141; 20030065525; 20030087629; 20030093691; 20030100369; 20030100370; 20030100371; 20030100372; 20030229900; 20040019807; 20040030743; 20040030794; 20040031038; 20040031058; 20040044727; 20040064512; 20040064568; 20040064693; 20040073795; 20040088347; 20040088348; 20040088369; 20040088646; 20040098447; 20040133640; 20040148326; 20040162871; 20040198220; 20050086300; 20050109841; 20050129240; 20050141706; 20050144437; 20050233811; 20050259611; 20050261970; 20050273850; 20060002331; 20060010251; 20060010485; 20060040248; 20060041445; 20060041446; 20060041460; 20060041891; 20060062206; 20060092043; 20060095199; 20060156054; 20060167784; 20060174017; 20060208066; 20060219776; 20060234678; 20060282662; 20060291455; 20070004436; 20070022474; 20070022479; 20070025245; 20070025265; 20070060099; 20070060109; 20070060114; 20070060129; 20070060136; 20070060173; 20070061197; 20070061198; 20070061211; 20070061229; 20070061242; 20070061243; 20070061244; 20070061245; 20070061246; 20070061247; 20070061300; 20070061301; 20070061302; 20070061303; 20070061317; 20070061328; 20070061331; 20070061332; 20070061333; 20070061334; 20070061335; 20070061336; 20070061363; 20070073717; 20070073718; 20070073719; 20070073722; 20070073723; 20070087756; 20070094042; 20070097885; 20070100650; 20070100651; 20070100652; 20070100653; 20070100805; 20070100806; 20070118533; 20070136817; 20070143629; 20070143827; 20070143851; 20070156895; 20070168354; 20070169184; 20070171885; 20070192294; 20070192318; 20070198432; 20070198485; 20070239724; 20070260635; 20070263783; 20070288427; 20070293323; 20080009268; 20080032801; 20080033869; 20080041937; 20080052769; 20080063201; 20080076572; 20080092181; 20080095180; 20080097858; 20080098212; 20080109879; 20080141360; 20080167954; 20080183853; 20080222715; 20080229402; 20080234047; 20080242279; 20080252485; 20080256618; 20090013380; 20090016529; 20090036111; 20090046591; 20090046598; 20090046644; 20090046676; 20090046861; 20090047930; 20090047966; 20090049158; 20090060201; 20090073943; 20090088133; 20090119741; 20090119776; 20090168990; 20090199009; 20090204805; 20090204964; 20090254572; 20090254646; 20090275403; 20090281872; 20090319672; 20090320073; 20090322510; 20090327729; 20100057801; 20100076845; 20100082430; 20100082431; 20100094981; 20100095077; 20100099396; 20100100930; 20100115606; 20100121705; 20100131618; 20100131619; 20100131622; 20100131652; 20100132040; 20100138293; 20100138296; 20100138908; 20100138926; 20100142410; 20100145804; 20100146146; 20100150170; 20100153208; 20100153211; 20100169179; 20100186078; 20100188975; 20100188990; 20100188991; 20100188992; 20100188993; 20100188994; 20100188995; 20100190470; 20100191575; 20100191576; 20100191604; 20100191612; 20100191613; 20100191846; 20100191847; 20100192120; 20100192170; 20100192207; 20100192212; 20100192220; 20100197266; 20100197268; 20100198681; 20100211458; 20100211645; 20100217662; 20100217663; 20100235285; 20100235879; 20100250497; 20100269146; 20100275250; 20100281364; 20100293051; 20100293221; 20100299522; 20100299763; 20100304737; 20100317420; 20110004513; 20110015993; 20110015994; 20110019627; 20110029378; 20110029387; 20110047062; 20110106614; 20110145076; 20110159902; 20110167474; 20110194698; 20110202874; 20110216674; 20110217966; 20110219234; 20110219419; 20110230268; 20110231936; 20110246766; 20110258046; 20110273568; 20110275393; 20110276673; 20110277028; 20110289308; 20110289314; 20110302408; 20110307710; 20110312310; 20110313862; 20110320264; 20110320265; 20110320266; 20110320267; 20110320268; 20110320269; 20110320270; 20110320271; 20110320279; 20110320280; 20110320281; 20110320282; 20110321127; 20120004984; 20120004985; 20120004986; 20120004987; 20120004988; 20120004989; 20120004990; 20120004991; 20120004992; 20120004993; 20120004994; 20120004995; 20120004996; 20120004997; 20120004998; 20120004999; 20120005000; 20120005001; 20120005002; 20120005003; 20120005004; 20120005005; 20120005006; 20120005007; 20120005008; 20120005009; 20120005010; 20120005011; 20120005012; 20120005013; 20120005014; 20120005020; 20120005077; 20120005078; 20120005079; 20120005080; 20120005081; 20120005082; 20120005083; 20120005084; 20120005085; 20120005086; 20120005087; 20120005088; 20120005089; 20120005090; 20120005091; 20120005092; 20120005725; 20120005726; 20120010945; 20120010946; 20120010947; 20120010948; 20120010949; 20120010950; 20120010951; 20120010952; 20120010953; 20120010954; 20120010955; 20120010956; 20120010957; 20120010958; 20120010959; 20120010960; 20120010961; 20120010962; 20120010963; 20120010964; 20120010965; 20120010966; 20120010967; 20120010968; 20120010969; 20120010970; 20120010971; 20120010972; 20120010973; 20120010974; 20120010975; 20120010976; 20120010977; 20120010978; 20120010979; 20120011058; 20120015644; 20120016925; 20120027001; 20120030470; 20120032945; 20120036010; 20120036220; 20120036245; 20120036440; 20120036442; 20120036552; 20120041819; 20120054848; 20120059711; 20120059718; 20120066057; 20120066065; 20120066198; 20120066199; 20120069131; 20120084544; 20120084545; 20120084562; 20120084566; 20120084838; 20120086345; 20120087319; 20120088470; 20120089699; 20120089845; 20120094769; 20120096513; 20120101831; 20120101832; 20120101833; 20120101834; 20120101835; 20120101836; 20120102143; 20120105199; 20120105201; 20120105214; 20120109667; 20120109668; 20120109669; 20120109670; 20120109671; 20120109672; 20120109673; 20120109674; 20120109851; 20120110602; 20120116790; 20120116959; 20120118947; 20120122528; 20120122529; 20120122558; 20120129503; 20120130811; 20120130812; 20120131685; 20120134291; 20120150629; 20120158607; 20120159438; 20120159578; 20120185390; 20120190386; 20120191860; 20120192249; 20120195206; 20120195222; 20120195223; 20120196565; 20120197709; 20120197724; 20120197792; 20120201133; 20120203677; 20120204245; 20120208496; 20120209750; 20120210130; 20120210391; 20120210401; 20120214441; 20120215831; 20120216225; 20120222123; 20120232945; 20120232970; 20120238255; 20120240183; 20120240196; 20120240236; 20120254474; 20120259981; 20120284416; 20120294195; 20120297464; 20120323717; 20120323786; 20120324067; 20120324242; 20120324562; 20120330829; 20130003613; 20130005299; 20130005322; 20130006729; 20130006780; 20130007837; 20130010945; 20130012178; 20130014263; 20130016636; 20130024254; 20130024257; 20130024262; 20130024267; 20130024364; 20130024371; 20130034230; 20130040703; 20130045710; 20130054820; 20130054962; 20130055315; 20130055347; 20130061264; 20130061273; 20130065551; 20130066723; 20130067023; and 20130067526.
If several different applications or data need to be secured between the devices, it often makes sense to apply a suitable VPN (Virtual Private Network) technology. VPN can protect the data communication interfaces from malicious attacks by dropping all inadequate data traffic, and also provides the secure tunneling for insecure protocols and data to traverse securely over various networks. A useful information and comparison of various VPN protocols is available e.g., in NIST SP 800-77 “Guide to IPSec VPNs”, Chapter 5.
Transport Layer Security (TLS)—IETF RFC5246 can cryptographically protect the information that the OSI transport layer 4 delivers. It can provide adequate security with: Payload data authentication, integrity verification and encryption; Replay protection; and Public key certificate based mutual authentication of the peers. The strength of the algorithms and key lengths are negotiated in the beginning of a secure TLS session, using a special handshake protocol. The handshakes can utilize public key certificates and cryptography (e.g., DSS, RSA) also for mutual authentication (server+client certificates), when necessary. The cryptographic key and policy negotiation messaging is rather well secured in TLS specification and most implementations. Also, the strength of the strongest user data “Cipher-Suites” are very good (AES, 3DES, etc. are supported with long keys). Also, the Datagram Transport Layer Security (DTLS)—IETF RFC4347 is a protocol that travels within the transport layer PDU. So, both TLS and DTLS can traverse NATs and provide easy and secure device data exchanges without securing the transport layer or lower layers. This allows for example any client/server applications to communicate in straightforward way. DTLS over the Datagram Congestion Control Protocol (DCCP)—IETF RFC5238 is also one possible protocol to be considered.
Security Architecture for the Internet Protocol—IPSec (IETF RFC4301-4309) is a family of protocols (of which AH and ESP are implemented at TCP/IP stack's network layer, or at least under transport layer). IPSec can provide adequate security in flexible ways using: IP header and payload data authentication, integrity verification and encryption (only ESP); Replay protection; and Public key certificate or shared secrets based mutual authentication of the peers. The IPsec architecture consists of a number of specifications: Security Architecture for the Internet Protocol (IETF RFC4301); IP Authentication Header (AH) (IETF RFC4302); IP Encapsulating Security Payload (ESP) (IETF RFC4303); Internet Key Exchange (IKEv2) Protocol (IETF RFC4306); Cryptographic Algorithms for Use in the Internet Key Exchange Version 2 (IKEv2) (IETF RFC4307); Cryptographic Suites for IPsec (IETF RFC4308); Using Advanced Encryption Standard (AES) CCM Mode with IPsec Encapsulating Security Payload (ESP) (IETF RFC4309); Cryptographic Algorithm Implementation Requirements for ESP and AH (IETF RFC4835). The tunnel mode ESP (and IKE) are used in the construction of IPSec based Virtual Private Networks (VPNs). However, IKE is a rather resource consuming protocol for secure connection establishment with its complex ISAKMP message exchanges, but it is a scalable way to establish the secure connections between different parties of the infrastructure.
An alternative approach is to utilize even stronger, lower-layer security protocol to provide the security services for SNMP. For example, RFC5590 defines an extension which allows an “external” security protocol to be used with SNMP engines. Potential external protocols include TLS and SSH (RFC4251).
A transport layer Stream Control Transmission Protocol (SCTP)—IETF RFC4960 is quite a recent, reliable protocol providing for independent message streams: May use TLS/SSL or run over IPsec; Congestion avoidance behavior; Protection against flooding attacks (lightweight mutual authentication). Delivery mechanisms include: Sequential non-duplicated delivery of messages for each independent stream and Immediate delivery (bypassing the sequential delivery).
The Secure Real-time Transport Protocol (SRTP)—IETF RFC3711 defines a RTP (Real-time Transport Protocol) profile which provides for unicast and multicast RTP data security to be used as a stream cipher: Segmented Integer Counter Mode: AES with 128-bit key as default; f8-mode: AES with 128-bit key as default; Authentication, integrity and replay protection: HMAC-SHA1 as truncated to 80 or 32-bits size; Hashing over the payload and the header including sequence number. There are several possible choices that can be used for the negotiation and derivation of cryptographic keys that SRTP will need. Alternatives include: MIKEY (RFC3830: Multimedia Internet KEYing); SDES (RFC4568: Session Description Protocol (SDP) Security Descriptions for Media Streams); ZRTP (IETF Draft: Media Path Key Agreement for Secure RTP).
Bluetooth provides a secure way to connect and exchange information between devices such as faxes, mobile phones, telephones, laptops, personal computers, printers, Global Positioning System (GPS) receivers, digital cameras, and video game consoles. It was principally designed as a low-bandwidth technology.
A master Bluetooth device can communicate with a maximum of seven devices in a piconet (an ad-hoc computer network using Bluetooth technology), though not all devices reach this maximum. The devices can switch roles, by agreement, and the slave can become the master (for example, a headset initiating a connection to a phone will necessarily begin as master, as initiator of the connection; but may subsequently prefer to be slave).
The Bluetooth Core Specification provides for the connection of two or more piconets to form a scatternet, in which certain devices simultaneously play the master role in one piconet and the slave role in another. At any given time, data can be transferred between the master and one other device (except for the little-used broadcast mode). The master chooses which slave device to address; typically, it switches rapidly from one device to another in a round-robin fashion. Since it is the master that chooses which slave to address, whereas a slave is (in theory) supposed to listen in each receive slot, being a master is a lighter burden than being a slave. Being a master of seven slaves is possible; being a slave of more than one master is difficult. The specification is vague as to required behavior in scatternets.
The effective range varies due to propagation conditions, material coverage, production sample variations, antenna configurations and battery conditions. In most cases the effective range of Class 2 devices is extended if they connect to a Class 1 transceiver, compared to a pure Class 2 network. This is accomplished by the higher sensitivity and transmission power of Class 1 devices.
To use Bluetooth wireless technology, a device has to be able to interpret certain Bluetooth profiles, which are definitions of possible applications and specify general behaviors that Bluetooth enabled devices use to communicate with other Bluetooth devices. These profiles include settings to parametrize and to control the communication from start. Adherence to profiles saves the time for transmitting the parameters anew before the bi-directional link becomes effective. There are a wide range of Bluetooth profiles that describe many different types of applications or use cases for devices.
Bluetooth and Wi-Fi (the brand name for products using IEEE 802.11 standards) have some similar applications: setting up networks, printing, or transferring files. Wi-Fi is intended as a replacement for cabling for general local area network access in work areas. This category of applications is sometimes called wireless local area networks (WLAN). Bluetooth was intended for portable equipment and its applications. The category of applications is outlined as the wireless personal area network (WPAN). Bluetooth is a replacement for cabling in a variety of personally carried applications in any setting and also works for fixed location applications such as smart energy functionality in the home (thermostats, etc.).
Wi-Fi is a wireless version of a common wired Ethernet network, and requires configuration to set up shared resources, transmit files, and to set up audio links (for example, headsets and hands-free devices). Wi-Fi uses the same radio frequencies as Bluetooth, but with higher power, resulting in higher bit rates and better range from the base station. The nearest equivalents in Bluetooth are the DUN profile, which allows devices to act as modem interfaces, and the PAN profile, which allows for ad-hoc networking. Bluetooth v2.1+EDR has a data rate of about 3 Mbit/s, although the practical data transfer rate is 2.1 Mbit/s. EDR uses a combination of GFSK and Phase Shift Keying modulation (PSK) with two variants, π/4-DQPSK and 8DPSK. EDR can provide a lower power consumption through a reduced duty cycle. Bluetooth v3.0+HS provides theoretical data transfer speeds of up to 24 Mbit/s, though not over the Bluetooth link itself. Instead, the Bluetooth link is used for negotiation and establishment, and the high data rate traffic is carried over a collocated 802.11 link. The main new feature is AMP (Alternate MAC/PHY), the addition of 802.11 as a high speed transport. Bluetooth Core Specification version 4.0 includes Classic Bluetooth, Bluetooth high speed and Bluetooth low energy protocols. Bluetooth high speed is based on Wi-Fi, and Classic Bluetooth consists of legacy Bluetooth protocols. Bluetooth low energy (BLE), previously known as WiBree, is a subset to Bluetooth v4.0 with an entirely new protocol stack for rapid build-up of simple links. As an alternative to the Bluetooth standard protocols that were introduced in Bluetooth v1.0 to v3.0, it is aimed at very low power applications running off a coin cell. Chip designs allow for two types of implementation, dual-mode, single-mode and enhanced past versions. The provisional names Wibree and Bluetooth ULP (Ultra Low Power) were abandoned and the BLE name was used for a while. In late 2011, new logos “Bluetooth Smart Ready” for hosts and “Bluetooth Smart” for sensors were introduced as the general-public face of BLE. General improvements in version 4.0 include the changes necessary to facilitate BLE modes, as well the Generic Attribute Profile (GATT) and Security Manager (SM) services with AES Encryption.
Many of the services offered over Bluetooth can expose private data or allow the connecting party to control the Bluetooth device. For security reasons it is necessary to be able to recognize specific devices and thus enable control over which devices are allowed to connect to a given Bluetooth device. At the same time, it is useful for Bluetooth devices to be able to establish a connection without user intervention (for example, as soon as they are in range).
To resolve this conflict, Bluetooth uses a process called bonding, and a bond is created through a process called pairing. The pairing process is triggered either by a specific request from a user to create a bond (for example, the user explicitly requests to “Add a Bluetooth device”), or it is triggered automatically when connecting to a service where (for the first time) the identity of a device is required for security purposes. These two cases are referred to as dedicated bonding and general bonding respectively. Pairing often involves some level of user interaction; this user interaction is the basis for confirming the identity of the devices. Once pairing successfully completes, a bond will have been formed between the two devices, enabling those two devices to connect to each other in the future without requiring the pairing process in order to confirm the identity of the devices. When desired, the bonding relationship can later be removed by the user.
During the pairing process, the two devices involved establish a relationship by creating a shared secret known as a link key. If a link key is stored by both devices, they are said to be paired or bonded. A device that wants to communicate only with a bonded device can cryptographically authenticate the identity of the other device, and so be sure that it is the same device it previously paired with. Once a link key has been generated, an authenticated Asynchronous Connection-Less (ACL) link between the devices may be encrypted so that the data that they exchange over the airwaves is protected against eavesdropping. Link keys can be deleted at any time by either device. If done by either device this will implicitly remove the bonding between the devices; so it is possible for one of the devices to have a link key stored but not be aware that it is no longer bonded to the device associated with the given link key. Bluetooth services generally require either encryption or authentication, and as such require pairing before they allow a remote device to use the given service. Some services, such as the Object Push Profile, elect not to explicitly require authentication or encryption so that pairing does not interfere with the user experience associated with the service use-cases. Pairing mechanisms have changed significantly with the introduction of Secure Simple Pairing in Bluetooth v2.1.
Bluetooth implements confidentiality, authentication and key derivation with custom algorithms based on the SAFER+ block cipher. Bluetooth key generation is generally based on a Bluetooth PIN, which must be entered into both devices. This procedure might be modified if one of the devices has a fixed PIN (e.g., for headsets or similar devices with a restricted user interface). During pairing, an initialization key or master key is generated, using the E22 algorithm. The E0 stream cipher is used for encrypting packets, granting confidentiality, and is based on a shared cryptographic secret, namely a previously generated link key or master key. Those keys, used for subsequent encryption of data sent via the air interface, rely on the Bluetooth PIN, which has been entered into one or both devices.
Bluetooth is susceptible to denial-of-service attacks, eavesdropping, man-in-the-middle attacks, message modification, and resource misappropriation. The present technology addresses these security limitations (except for denial-of-service attacks) by providing a security layer which tunnels through the Bluetooth link, and therefore does not rely on the Bluetooth security protocols.
Bluetooth uses the microwave radio frequency spectrum in the 2.402 GHz to 2.480 GHz range. Maximum power output from a Bluetooth radio is 100 mW for class 1, 2.5 mW for class 2, and 1 mW for class 3 devices. Even the maximum power output of class 1 is a lower level than the lowest powered mobile phones.
See:
A virtual private network (VPN) extends a private network and the resources contained in the network across public networks like the Internet. It enables a host computer to send and receive data across shared or public networks as if it were a private network with all the functionality, security and management policies of the private network. This is done by establishing a virtual point-to-point connection through the use of dedicated connections, encryption, or a combination of the two. The VPN connection across the Internet is technically a wide area network (WAN) link between the sites but appears to the user as a private network link—hence the name “virtual private network”.
VPNs can be either remote-access (connecting an individual computer to a network) or site-to-site (connecting two networks together). In a corporate setting, remote-access VPNs allow employees to access their company's intranet from home or while traveling outside the office, and site-to-site VPNs allow employees in geographically separated offices to share one cohesive virtual network. A VPN can also be used to interconnect two similar networks over a dissimilar middle network; for example, two IPv6 networks over an IPv4 network.
VPNs typically require remote access to be authenticated and make use of encryption techniques to prevent disclosure of private information. VPNs provide security through tunneling protocols and security procedures such as encryption. Their security model provides: Confidentiality such that even if traffic is sniffed, an attacker would only see encrypted data which they cannot understand; (see Packet analyzer and Deep packet inspection); Allowing Sender authentication to prevent unauthorized users from accessing the VPN; Message integrity to detect any instances of transmitted messages having been tampered with.
Secure VPN protocols include the following:
IPSec (Internet Protocol Security) was developed by the Internet Engineering Task Force (IETF), and was initially developed for IPv6, which requires it. This standards-based security protocol is also widely used with IPv4. Layer 2 Tunneling Protocol frequently runs over IPSec. Its design meets most security goals: authentication, integrity, and confidentiality. IPSec functions through encrypting and encapsulating an IP packet inside an IPSec packet. De-encapsulation happens at the end of the tunnel, where the original IP packet is decrypted and forwarded to its intended destination.
Transport Layer Security (SSL/TLS) can tunnel an entire network's traffic, as it does in the OpenVPN project, or secure an individual connection. A number of vendors provide remote access VPN capabilities through SSL. An SSL VPN can connect from locations where IPsec runs into trouble with Network Address Translation and firewall rules.
Datagram Transport Layer Security (DTLS), is used in Cisco AnyConnect VPN or OpenConnect VPN, to solve the issues SSL/TLS has with tunneling over UDP.
Microsoft Point-to-Point Encryption (MPPE) works with the Point-to-Point Tunneling Protocol and in several compatible implementations on other platforms.
Microsoft's Secure Socket Tunneling Protocol (SSTP), introduced in Windows Server 2008 and in Windows Vista Service Pack 1. SSTP tunnels Point-to-Point Protocol (PPP) or Layer 2 Tunneling Protocol traffic through an SSL 3.0 channel.
MPVPN (Multi Path Virtual Private Network).
Secure Shell (SSH) VPN—OpenSSH offers VPN tunneling (distinct from port forwarding) to secure remote connections to a network or inter-network links. OpenSSH server provides a limited number of concurrent tunnels and the VPN feature itself does not support personal authentication. “ssh(1)—OpenBSD manual pages”. man.openbsd.org; c@cb.vu, Colin Barschel. “Unix Toolbox”. cb.vu; “SSH_VPN—Community Help Wiki”. help.ubuntu.com.
Tunnel endpoints must authenticate before secure VPN tunnels can be established. User-created remote access VPNs may use passwords, biometrics, two-factor authentication or other cryptographic methods. Network-to-network tunnels often use passwords or digital certificates, as they permanently store the key to allow the tunnel to establish automatically and without intervention from the user.
The following steps illustrate the principles of a VPN client-server interaction in simple terms. Assume a remote host with public IP address 1.2.3.4 wishes to connect to a server found inside a company network. The server has internal address 192.168.1.10 and is not reachable publicly. Before the client can reach this server, it needs to go through a VPN server/firewall device that has public IP address 5.6.7.8 and an internal address of 192.168.1.1. All data between the client and the server will need to be kept confidential, hence a secure VPN is used. The VPN client connects to a VPN server via an external network interface. The VPN server assigns an IP address to the VPN client from the VPN server's subnet. The client gets internal IP address 192.168.1.50, for example, and creates a virtual network interface through which it will send encrypted packets to the other tunnel endpoint (the device at the other end of the tunnel). (This interface also gets the address 192.168.1.50.) When the VPN client wishes to communicate with the company server, it prepares a packet addressed to 192.168.1.10, encrypts it and encapsulates it in an outer VPN packet, say an IPSec packet. This packet is then sent to the VPN server at IP address 5.6.7.8 over the public Internet. The inner packet is encrypted so that even if someone intercepts the packet over the Internet, they cannot get any information from it. They can see that the remote host is communicating with a server/firewall, but none of the contents of the communication. The inner encrypted packet has source address 192.168.1.50 and destination address 192.168.1.10. The outer packet has source address 1.2.3.4 and destination address 5.6.7.8. When the packet reaches the VPN server from the Internet, the VPN server decapsulates the inner packet, decrypts it, finds the destination address to be 192.168.1.10, and forwards it to the intended server at 192.168.1.10. After some time, the VPN server receives a reply packet from 192.168.1.10, intended for 192.168.1.50. The VPN server consults its routing table, and sees this packet is intended for a remote host that must go through VPN. The VPN server encrypts this reply packet, encapsulates it in a VPN packet and sends it out over the Internet. The inner encrypted packet has source address 192.168.1.10 and destination address 192.168.1.50. The outer VPN packet has source address 5.6.7.8 and destination address 1.2.3.4. The remote host receives the packet. The VPN client decapsulates the inner packet, decrypts it, and passes it to the appropriate software at upper layers. Overall, it is as if the remote computer and company server are on the same 192.168.1.0/24 network.
Tunneling protocols can operate in a point-to-point network topology that would theoretically not be considered a VPN, because a VPN by definition is expected to support arbitrary and changing sets of network nodes. But since most router implementations support a software-defined tunnel interface, customer-provisioned VPNs often are simply defined tunnels running conventional routing protocols. According to the present technology, support for arbitrary and changing sets of network nodes is preferably, but not mandatorily, provided.
Depending on whether the PPVPN (Provider Provisioned VPN) runs in layer 2 or layer 3, the building blocks described below may be L2 only, L3 only, or combine them both. Multiprotocol label switching (MPLS) functionality blurs the L2-L3 identity. RFC 4026 generalized the following terms to cover L2 and L3 VPNs, but they were introduced in RFC 2547.
Mobile VPNs are used in a setting where an endpoint of the VPN is not fixed to a single IP address, but instead roams across various networks such as data networks from cellular carriers or between multiple Wi-Fi access points. Mobile VPNs have been widely used in public safety, where they give law enforcement officers access to mission-critical applications, such as computer-assisted dispatch and criminal databases, while they travel between different subnets of a mobile network. They are also used in field service management and by healthcare organizations, among other industries. Increasingly, mobile VPNs are being adopted by mobile professionals who need reliable connections. They are used for roaming seamlessly across networks and in and out of wireless-coverage areas without losing application sessions or dropping the secure VPN session. A conventional VPN cannot survive such events because the network tunnel is disrupted, causing applications to disconnect, time out, or fail, or even cause the computing device itself to crash. Instead of logically tying the endpoint of the network tunnel to the physical IP address, each tunnel is bound to a permanently associated IP address at the device. The mobile VPN software handles the necessary network authentication and maintains the network sessions in a manner transparent to the application and the user. The Host Identity Protocol (HIP), under study by the Internet Engineering Task Force, is designed to support mobility of hosts by separating the role of IP addresses for host identification from their locator functionality in an IP network. With HIP a mobile host maintains its logical connections established via the host identity identifier while associating with different IP addresses when roaming between access networks.
OpenBSD ssh manual page, VPN section
Unix Toolbox section on SSH VPN
E. Rosen & Y. Rekhter (March 1999). “RFC 2547 BGP/MPLS VPNs”. Internet Engineering Task Forc (IETF). www.ietf.org/rfc/rfc2547.txt.
Secure Shell (SSH) is a cryptographic network protocol for secure data communication, remote shell services or command execution and other secure network services between two networked computers that connects, via a secure channel over an insecure network, a server and a client (running SSH server and SSH client programs, respectively). The protocol specification distinguishes between two major versions that are referred to as SSH-1 and SSH-2. SSH uses public-key cryptography to authenticate the remote computer and allow it to authenticate the user, if necessary. Anyone can produce a matching pair of different keys (public and private). The public key is placed on all computers that must allow access to the owner of the matching private key (the owner keeps the private key secret). While authentication is based on the private key, the key itself is never transferred through the network during authentication. SSH only verifies whether the same person offering the public key also owns the matching private key. Hence, in all versions of SSH it is important to verify unknown public keys, i.e. associate the public keys with identities, before accepting them as valid. Accepting an attacker's public key without validation will authorize an unauthorized attacker as a valid user.
SSH also supports password-based authentication that is encrypted by automatically generated keys. In this case the attacker could imitate the legitimate side, ask for the password and obtain it (man-in-the-middle attack). However, this is only possible if the two sides have never authenticated before, as SSH remembers the key that the remote side once used. Password authentication can be disabled. SSH is important in cloud computing to solve connectivity problems, avoiding the security issues of exposing a cloud-based virtual machine directly on the Internet. An SSH tunnel can provide a secure path over the Internet, through a firewall to a virtual machine.
The following RFC publications by the IETF “secsh” working group document SSH-2 as a proposed Internet standard.
RFC 4250, The Secure Shell (SSH) Protocol Assigned Numbers; RFC 4251, The Secure Shell (SSH) Protocol Architecture; RFC 4252, The Secure Shell (SSH) Authentication Protocol; RFC 4253, The Secure Shell (SSH) Transport Layer Protocol; RFC 4254, The Secure Shell (SSH) Connection Protocol; RFC 4255, Using DNS to Securely Publish Secure Shell (SSH) Key Fingerprints; RFC 4256, Generic Message Exchange Authentication for the Secure Shell Protocol (SSH); RFC 4335, The Secure Shell (SSH) Session Channel Break Extension; RFC 4344, The Secure Shell (SSH) Transport Layer Encryption Modes; RFC 4345, Improved Arcfour Modes for the Secure Shell (SSH) Transport Layer Protocol; RFC 4419, Diffie-Hellman Group Exchange for the Secure Shell (SSH) Transport Layer Protocol (March 2006); RFC 4432, RSA Key Exchange for the Secure Shell (SSH) Transport Layer Protocol (March 2006); RFC 4462, Generic Security Service Application Program Interface (GSS-API) Authentication and Key Exchange for the Secure Shell (SSH) Protocol (May 2006); RFC 4716, The Secure Shell (SSH) Public Key File Format (November 2006); RFC 5656, Elliptic Curve Algorithm Integration in the Secure Shell Transport Layer (December 2009).
The SSH-2 protocol has an internal architecture (defined in RFC 4251) with well-separated layers. These are:
The transport layer (RFC 4253). This layer handles initial key exchange as well as server authentication, and sets up encryption, compression and integrity verification. It exposes to the upper layer an interface for sending and receiving plaintext packets with sizes of up to 32,768 bytes each (more can be allowed by the implementation). The transport layer also arranges for key re-exchange, usually after 1 GB of data has been transferred or after 1 hour has passed, whichever is sooner.
The user authentication layer (RFC 4252). This layer handles client authentication and provides a number of authentication methods. Authentication is client-driven: when one is prompted for a password, it may be the SSH client prompting, not the server. The server merely responds to the client's authentication requests. Widely used user authentication methods include the following:
password: a method for straightforward password authentication, including a facility allowing a password to be changed. This method is not implemented by all programs.
publickey: a method for public key-based authentication, usually supporting at least DSA or RSA keypairs, with other implementations also supporting X.509 certificates.
keyboard-interactive (RFC 4256): a versatile method where the server sends one or more prompts to enter information and the client displays them and sends back responses keyed-in by the user. Used to provide one-time password authentication such as S/Key or SecurID. Used by some OpenSSH configurations when PAM is the underlying host authentication provider to effectively provide password authentication, sometimes leading to inability to log in with a client that supports just the plain password authentication method.
GSSAPI authentication methods which provide an extensible scheme to perform SSH authentication using external mechanisms such as Kerberos 5 or NTLM, providing single sign on capability to SSH sessions. These methods are usually implemented by commercial SSH implementations for use in organizations, though OpenSSH does have a working GSSAPI implementation.
The connection layer (RFC 4254). This layer defines the concept of channels, channel requests and global requests using which SSH services are provided. A single SSH connection can host multiple channels simultaneously, each transferring data in both directions. Channel requests are used to relay out-of-band channel specific data, such as the changed size of a terminal window or the exit code of a server-side process. The SSH client requests a server-side port to be forwarded using a global request.
The SSHFP DNS record (RFC 4255) provides the public host key fingerprints in order to aid in verifying the authenticity of the host.
This open architecture provides considerable flexibility, allowing SSH to be used for a variety of purposes beyond a secure shell. The functionality of the transport layer alone is comparable to Transport Layer Security (TLS); the user authentication layer is highly extensible with custom authentication methods; and the connection layer provides the ability to multiplex many secondary sessions into a single SSH connection, a feature comparable to BEEP and not available in TLS.
These are intended for performance enhancements of SSH products:
SSH-over-SCTP: support for SCTP rather than TCP as the connection-oriented transport layer protocol.
ECDSA: support for elliptic curve DSA rather than DSA or RSA for signing.
ECDH: support for elliptic curve Diffie-Hellman rather than plain Diffie-Hellman for encryption key exchange.
UMAC: support for UMAC rather than HMAC for MAC/integrity.
(a) communicate through the wireless radio frequency digital communication radio transceiver 4 over an insecure physical channel 7 with a relay device, which may be smartphone 20, and through the smartphone 20 to establish a cryptographically secure tunneling protocol communication with each of a plurality of different endpoints 11, 12 on a public network, e.g., medical information servers, the plurality of different endpoints each having a respective associated endpoint security certificate 13, 14, to implement a public key infrastructure,
(b) respond to a request initiated from a respective one of the plurality of different endpoints 11, 12, to open a cryptographically secure tunneling protocol communication session 8, 9 according to the public key infrastructure with the respective one of the plurality of different endpoints 11, 12, the request being conveyed in at least one message received through the insecure physical channel 7 by the wireless radio frequency digital communication radio transceiver 4, and
(c) verify the respective associated endpoint security certificate 13, 14 of the respective one of the plurality of different endpoints 11, 12, with respect to at least a certificate revocation list 16 (downloaded from a certificate server 15), prior to transmitting private medical data or accepting received medical data as valid. The smartphone communicates through a cellular network 10, which may interface to the Internet (not shown). The insecure physical channel 7 may comprise a radio frequency communication within at least one of an 870 MHz, 915 MHz, and 2.4 GHz communication band, and preferably the 2.4 MHz band. The smartphone 20 may be configured to execute a smartphone app to provide a local user interface with the at least one programmable automated electronic processor 3.
The at least one programmable automated electronic processor 3 may initiate a request to a respective one of the plurality of different endpoints 11, 12, to open a cryptographically secure tunneling protocol communication session 8, 8′ according to the public key infrastructure, by sending a message over the insecure physical channel 7, which may be, e.g., a short range communication protocol such as Bluetooth®. The at least one programmable automated electronic processor 3 may encrypt information according to the Advanced Encryption Standard (AES). The at least one programmable automated electronic processor 3 may request the certificate revocation list 16 from a certificate server 15 at a certification authority through the insecure physical channel 7 with the relay device, and through the relay device (smartphone 20) to the certification server 15 through cellular communication channel 7′ and communication network channel 7″ according to a public key infrastructure hierarchy management system. The cryptographically secure tunneling protocol communication 8, 8′ may be a virtual private network (VPN).
The implantable medical device may include a power supply 30 and a rewritable memory 5 storing computer readable instructions for controlling the at least one programmable automated electronic processor to implement the public key infrastructure stored in the rewritable memory, which are securely updatable through the insecure physical channel.
The at least one programmable automated electronic processor 3 may validate the smartphone 20 with respect to at least one of an execution checkpoint, a hash of memory contents, and an execution timing.
The figures and text herein describe methods and systems according to various aspects of the invention. It will be understood that each step described herein can be implemented by computer program instructions. These computer program instructions may be loaded onto a computer or other programmable apparatus to produce a machine, such that the instructions which execute on the computer or other programmable apparatus create means or devices for implementing the described functions or step(s). These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture, including instruction means or devices which implement the specified functions or step(s). The computer program instructions may also be loaded onto a computer or other programmable apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the specified functions or step(s).
It will also be understood that each step or combinations of steps described herein can be implemented by special purpose hardware-based computer systems which perform the specified functions or steps, or combinations of special purpose hardware and computer instructions.
The foregoing has described systems and methods for monitoring a patient's heart. While specific embodiments of the present invention have been described, it will be apparent to those skilled in the art that various modifications thereto can be made without departing from the spirit and scope of the invention. Accordingly, the foregoing description of the preferred embodiment of the invention and the best mode for practicing the invention are provided for the purpose of illustration only and not for the purpose of limitation, the invention being defined by the claims.
The present application is a Continuation of U.S. patent application Ser. No. 17/099,756, filed Nov. 16, 2020, now U.S. Pat. No. 11,588,650, issued Feb. 21, 2023, which is a Continuation of U.S. patent application Ser. No. 16/422,175, filed May 24, 2019, now U.S. Pat. No. 10,841,104, issued Nov. 17, 2020, which is a Continuation of U.S. patent application Ser. No. 15/948,667, filed Apr. 9, 2018, now U.S. Pat. No. 10,305,695, issued May 28, 2019, which is a Continuation of U.S. patent application Ser. No. 14/968,336, filed Dec. 14, 2015, now U.S. Pat. No. 9,942,051, issued Apr. 10, 2018, which is a Continuation of U.S. patent application Ser. No. 14/214,077, filed Mar. 14, 2014, now U.S. Pat. No. 9,215,075, issued Dec. 15, 2015, which is a Non-provisional of and claims benefit of priority under 35 U.S.C. § 119(e) from U.S. Provisional Patent Application No. 61/799,720, filed Mar. 15, 2013, the entirety of which are expressly incorporated herein by reference in their entirety.
| Number | Name | Date | Kind |
|---|---|---|---|
| 5246008 | Mueller | Sep 1993 | A |
| 6292659 | Olds et al. | Sep 2001 | B1 |
| 6424867 | Snell et al. | Jul 2002 | B1 |
| 6564102 | Boveja | May 2003 | B1 |
| 6600952 | Snell et al. | Jul 2003 | B1 |
| 6611715 | Boveja | Aug 2003 | B1 |
| 6615081 | Boveja | Sep 2003 | B1 |
| 6643650 | Slaughter et al. | Nov 2003 | B1 |
| 6662052 | Sarwal et al. | Dec 2003 | B1 |
| 6668191 | Boveja | Dec 2003 | B1 |
| 6700535 | Gilkes et al. | Mar 2004 | B2 |
| 6721542 | Anttila et al. | Apr 2004 | B1 |
| 6744753 | Heinonen et al. | Jun 2004 | B2 |
| 6772331 | Hind et al. | Aug 2004 | B1 |
| 6789077 | Slaughter et al. | Sep 2004 | B1 |
| 6789126 | Saulpaugh et al. | Sep 2004 | B1 |
| 6792466 | Saulpaugh et al. | Sep 2004 | B1 |
| 6801807 | Abrahamson | Oct 2004 | B2 |
| 6810363 | Newman et al. | Oct 2004 | B2 |
| 6813501 | Kinnunen et al. | Nov 2004 | B2 |
| 6845097 | Haller et al. | Jan 2005 | B2 |
| 6850252 | Hoffberg | Feb 2005 | B1 |
| 6850979 | Saulpaugh et al. | Feb 2005 | B1 |
| 6862594 | Saulpaugh et al. | Mar 2005 | B1 |
| 6868447 | Slaughter et al. | Mar 2005 | B1 |
| 6879574 | Naghian et al. | Apr 2005 | B2 |
| 6885388 | Gunter et al. | Apr 2005 | B2 |
| 6886095 | Hind et al. | Apr 2005 | B1 |
| 6898445 | Slettengren et al. | May 2005 | B2 |
| 6898618 | Slaughter et al. | May 2005 | B1 |
| 6907291 | Snell et al. | Jun 2005 | B1 |
| 6908391 | Gatto et al. | Jun 2005 | B2 |
| 6912657 | Gehrmann | Jun 2005 | B2 |
| 6916247 | Gatto et al. | Jul 2005 | B2 |
| 6917976 | Slaughter et al. | Jul 2005 | B1 |
| 6918084 | Slaughter et al. | Jul 2005 | B1 |
| 6922725 | Lamming et al. | Jul 2005 | B2 |
| 6925562 | Gulcu et al. | Aug 2005 | B2 |
| 6945870 | Gatto et al. | Sep 2005 | B2 |
| 6947995 | Chang et al. | Sep 2005 | B2 |
| 6948066 | Hind et al. | Sep 2005 | B2 |
| 6950875 | Slaughter et al. | Sep 2005 | B1 |
| 6950946 | Droz et al. | Sep 2005 | B1 |
| 6961541 | Overy et al. | Nov 2005 | B2 |
| 6965868 | Bednarek | Nov 2005 | B1 |
| 6968453 | Doyle et al. | Nov 2005 | B2 |
| 6970869 | Slaughter et al. | Nov 2005 | B1 |
| 6973493 | Slaughter et al. | Dec 2005 | B1 |
| 6975205 | French et al. | Dec 2005 | B1 |
| 6980660 | Hind et al. | Dec 2005 | B1 |
| 6990444 | Hind et al. | Jan 2006 | B2 |
| 7010573 | Saulpaugh et al. | Mar 2006 | B1 |
| 7016966 | Saulpaugh et al. | Mar 2006 | B1 |
| 7028182 | Killcommons | Apr 2006 | B1 |
| 7028184 | Hind et al. | Apr 2006 | B2 |
| 7031945 | Donner | Apr 2006 | B1 |
| 7039810 | Nichols | May 2006 | B1 |
| 7042988 | Juitt et al. | May 2006 | B2 |
| 7065574 | Saulpaugh et al. | Jun 2006 | B1 |
| 7065579 | Traversat et al. | Jun 2006 | B2 |
| 7072967 | Saulpaugh et al. | Jul 2006 | B1 |
| 7080078 | Slaughter et al. | Jul 2006 | B1 |
| 7082200 | Aboba et al. | Jul 2006 | B2 |
| 7084736 | Ritter | Aug 2006 | B2 |
| 7088233 | Menard | Aug 2006 | B2 |
| 7089089 | Cumming et al. | Aug 2006 | B2 |
| 7089298 | Nyman et al. | Aug 2006 | B2 |
| 7096137 | Shipton et al. | Aug 2006 | B2 |
| 7103313 | Heinonen et al. | Sep 2006 | B2 |
| 7110372 | Kovacs et al. | Sep 2006 | B2 |
| 7116661 | Patton | Oct 2006 | B2 |
| 7120667 | Derocher et al. | Oct 2006 | B2 |
| 7121639 | Plunkett | Oct 2006 | B2 |
| 7136927 | Traversat et al. | Nov 2006 | B2 |
| 7138902 | Menard | Nov 2006 | B2 |
| 7146307 | Mocek | Dec 2006 | B2 |
| 7152942 | Walmsley et al. | Dec 2006 | B2 |
| 7155518 | Forslow | Dec 2006 | B2 |
| 7162454 | Donner et al. | Jan 2007 | B1 |
| 7165107 | Pouyoul et al. | Jan 2007 | B2 |
| 7165824 | Walmsley et al. | Jan 2007 | B2 |
| 7167892 | Defosse et al. | Jan 2007 | B2 |
| 7167920 | Traversat et al. | Jan 2007 | B2 |
| 7171323 | Shipton et al. | Jan 2007 | B2 |
| 7171331 | Vock et al. | Jan 2007 | B2 |
| 7174277 | Vock et al. | Feb 2007 | B2 |
| 7177703 | Boveja et al. | Feb 2007 | B2 |
| 7181017 | Nagel et al. | Feb 2007 | B1 |
| 7181572 | Walmsley | Feb 2007 | B2 |
| 7181614 | Gehrmann et al. | Feb 2007 | B1 |
| 7185199 | Balfanz et al. | Feb 2007 | B2 |
| 7188251 | Slaughter et al. | Mar 2007 | B1 |
| 7188282 | Walmsley | Mar 2007 | B2 |
| 7191012 | Boveja et al. | Mar 2007 | B2 |
| 7197565 | Abdelaziz et al. | Mar 2007 | B2 |
| 7200848 | Slaughter et al. | Apr 2007 | B1 |
| 7203665 | Donner | Apr 2007 | B2 |
| 7203753 | Yeager et al. | Apr 2007 | B2 |
| 7206841 | Traversat et al. | Apr 2007 | B2 |
| 7206934 | Pabla et al. | Apr 2007 | B2 |
| 7213047 | Yeager et al. | May 2007 | B2 |
| 7215775 | Noguchi et al. | May 2007 | B2 |
| 7216109 | Donner | May 2007 | B1 |
| 7216231 | Gehrmann | May 2007 | B2 |
| 7216365 | Bhagwat et al. | May 2007 | B2 |
| 7222187 | Yeager et al. | May 2007 | B2 |
| 7228182 | Healy et al. | Jun 2007 | B2 |
| 7243356 | Saulpaugh et al. | Jul 2007 | B1 |
| 7249182 | Heinonen et al. | Jul 2007 | B1 |
| 7251331 | Kansala et al. | Jul 2007 | B2 |
| 7252230 | Sheikh et al. | Aug 2007 | B1 |
| 7254608 | Yeager et al. | Aug 2007 | B2 |
| 7260538 | Calderone et al. | Aug 2007 | B2 |
| 7260543 | Saulpaugh et al. | Aug 2007 | B1 |
| 7262709 | Borleske et al. | Aug 2007 | B2 |
| 7263405 | Boveja et al. | Aug 2007 | B2 |
| 7263560 | Abdelaziz et al. | Aug 2007 | B2 |
| 7263612 | Yamazaki et al. | Aug 2007 | B2 |
| 7270633 | Goscha et al. | Sep 2007 | B1 |
| 7275102 | Yeager et al. | Sep 2007 | B2 |
| 7275156 | Balfanz et al. | Sep 2007 | B2 |
| 7278034 | Shipton | Oct 2007 | B2 |
| 7278697 | Plunkett | Oct 2007 | B2 |
| 7280975 | Donner | Oct 2007 | B1 |
| 7283803 | Karaoguz et al. | Oct 2007 | B2 |
| 7290132 | Aboba et al. | Oct 2007 | B2 |
| 7293047 | Dunn et al. | Nov 2007 | B2 |
| 7295119 | Rappaport et al. | Nov 2007 | B2 |
| 7297062 | Gatto et al. | Nov 2007 | B2 |
| 7299007 | Eskin | Nov 2007 | B2 |
| 7302592 | Shipton et al. | Nov 2007 | B2 |
| 7308496 | Yeager et al. | Dec 2007 | B2 |
| 7312721 | Mason, Jr. et al. | Dec 2007 | B2 |
| 7318049 | Iannacci | Jan 2008 | B2 |
| 7318086 | Chang et al. | Jan 2008 | B2 |
| 7328243 | Yeager et al. | Feb 2008 | B2 |
| 7339914 | Bhagwat et al. | Mar 2008 | B2 |
| 7340214 | Hamberg | Mar 2008 | B1 |
| 7340438 | Nordman et al. | Mar 2008 | B2 |
| 7340500 | Traversat et al. | Mar 2008 | B2 |
| 7340770 | Freund | Mar 2008 | B2 |
| 7343350 | Donner | Mar 2008 | B1 |
| 7346167 | Billhartz et al. | Mar 2008 | B2 |
| 7348895 | Lagassey | Mar 2008 | B2 |
| 7353136 | Vock et al. | Apr 2008 | B2 |
| 7353137 | Vock et al. | Apr 2008 | B2 |
| 7356329 | Willey et al. | Apr 2008 | B2 |
| 7366901 | Hapamas et al. | Apr 2008 | B2 |
| 7369897 | Boveja et al. | May 2008 | B2 |
| 7370091 | Slaughter et al. | May 2008 | B1 |
| 7377608 | Walmsley et al. | May 2008 | B2 |
| 7379891 | Donner et al. | May 2008 | B1 |
| 7379913 | Steele et al. | May 2008 | B2 |
| 7383433 | Yeager et al. | Jun 2008 | B2 |
| 7386517 | Donner | Jun 2008 | B1 |
| 7392375 | Bartram et al. | Jun 2008 | B2 |
| 7392387 | Balfanz et al. | Jun 2008 | B2 |
| 7395333 | Saulpaugh et al. | Jul 2008 | B1 |
| 7395536 | Verbeke et al. | Jul 2008 | B2 |
| 7398533 | Slaughter et al. | Jul 2008 | B1 |
| 7399043 | Walmsley et al. | Jul 2008 | B2 |
| 7401152 | Traversat et al. | Jul 2008 | B2 |
| 7401153 | Traversat et al. | Jul 2008 | B2 |
| 7409434 | Lamming et al. | Aug 2008 | B2 |
| 7409569 | Illowsky et al. | Aug 2008 | B2 |
| 7412518 | Duigou et al. | Aug 2008 | B1 |
| 7415424 | Donner | Aug 2008 | B1 |
| 7415439 | Kontio et al. | Aug 2008 | B2 |
| 7415537 | Maes | Aug 2008 | B1 |
| 7418593 | Paatero et al. | Aug 2008 | B2 |
| 7420956 | Karaoguz et al. | Sep 2008 | B2 |
| 7421411 | Kontio et al. | Sep 2008 | B2 |
| 7424285 | Jei | Sep 2008 | B2 |
| 7426271 | Conley et al. | Sep 2008 | B2 |
| 7426721 | Saulpaugh et al. | Sep 2008 | B1 |
| 7433649 | Toulis et al. | Oct 2008 | B2 |
| 7433773 | Tengler et al. | Oct 2008 | B2 |
| 7444644 | Slaughter et al. | Oct 2008 | B1 |
| 7454542 | Illowsky et al. | Nov 2008 | B2 |
| 7454619 | Smetters et al. | Nov 2008 | B2 |
| 7458082 | Slaughter et al. | Nov 2008 | B1 |
| 7461172 | Newman et al. | Dec 2008 | B2 |
| 7475244 | Sugikawa | Jan 2009 | B2 |
| 7477873 | Tanaka et al. | Jan 2009 | B2 |
| 7484225 | Hugly et al. | Jan 2009 | B2 |
| 7487509 | Hugly et al. | Feb 2009 | B2 |
| 7500104 | Goland | Mar 2009 | B2 |
| 7509387 | Hirsch | Mar 2009 | B2 |
| 7512649 | Faybishenko et al. | Mar 2009 | B2 |
| 7516325 | Willey | Apr 2009 | B2 |
| 7522549 | Karaoguz et al. | Apr 2009 | B2 |
| 7523111 | Walmsley | Apr 2009 | B2 |
| 7529713 | Donner | May 2009 | B1 |
| 7533141 | Nadgir et al. | May 2009 | B2 |
| 7533161 | Hugly et al. | May 2009 | B2 |
| 7533172 | Traversat et al. | May 2009 | B2 |
| 7536177 | Karaoguz et al. | May 2009 | B2 |
| 7536723 | Bhagwat et al. | May 2009 | B1 |
| 7539532 | Tran | May 2009 | B2 |
| 7539533 | Tran | May 2009 | B2 |
| 7545941 | Sovio et al. | Jun 2009 | B2 |
| 7546254 | Bednarek | Jun 2009 | B2 |
| 7548946 | Saulpaugh et al. | Jun 2009 | B1 |
| 7549056 | Carr | Jun 2009 | B2 |
| 7552031 | Vock et al. | Jun 2009 | B2 |
| 7558622 | Tran | Jul 2009 | B2 |
| 7562028 | Donner | Jul 2009 | B1 |
| 7562051 | Donner | Jul 2009 | B1 |
| 7565328 | Donner | Jul 2009 | B1 |
| 7565529 | Beck et al. | Jul 2009 | B2 |
| 7570943 | Sorvari et al. | Aug 2009 | B2 |
| 7571346 | Illowsky et al. | Aug 2009 | B2 |
| 7573855 | Hohl et al. | Aug 2009 | B2 |
| 7574523 | Traversat et al. | Aug 2009 | B2 |
| 7577575 | Donner et al. | Aug 2009 | B1 |
| 7577619 | Donner et al. | Aug 2009 | B1 |
| 7577620 | Donner | Aug 2009 | B1 |
| 7577834 | Traversat et al. | Aug 2009 | B1 |
| 7581096 | Balfanz et al. | Aug 2009 | B2 |
| 7584360 | Kasaura et al. | Sep 2009 | B2 |
| 7587196 | Hansen | Sep 2009 | B2 |
| 7587368 | Felsher | Sep 2009 | B2 |
| 7590589 | Hoffberg | Sep 2009 | B2 |
| 7592829 | Walmsley et al. | Sep 2009 | B2 |
| 7596227 | Illowsky et al. | Sep 2009 | B2 |
| 7597250 | Finn | Oct 2009 | B2 |
| 7599305 | Bui | Oct 2009 | B2 |
| 7600252 | Illowsky et al. | Oct 2009 | B2 |
| 7606242 | Whelan et al. | Oct 2009 | B2 |
| 7606570 | Karaoguz et al. | Oct 2009 | B2 |
| 7607012 | Nyberg | Oct 2009 | B2 |
| 7613881 | Illowsky et al. | Nov 2009 | B2 |
| 7617159 | Donner | Nov 2009 | B1 |
| 7620520 | Vock et al. | Nov 2009 | B2 |
| 7623295 | Sabeta | Nov 2009 | B2 |
| 7624143 | Newman et al. | Nov 2009 | B2 |
| 7627451 | Vock et al. | Dec 2009 | B2 |
| 7630941 | Berstis | Dec 2009 | B2 |
| 7634230 | Ji et al. | Dec 2009 | B2 |
| 7649872 | Naghian et al. | Jan 2010 | B2 |
| 7657255 | Abel et al. | Feb 2010 | B2 |
| 7657597 | Arora et al. | Feb 2010 | B2 |
| 7660990 | Thomsen et al. | Feb 2010 | B1 |
| 7660998 | Walmsley | Feb 2010 | B2 |
| 7672662 | Hamberg | Mar 2010 | B2 |
| 7680133 | Karaoguz et al. | Mar 2010 | B2 |
| 7684374 | Karaoguz et al. | Mar 2010 | B2 |
| 7689508 | Davis et al. | Mar 2010 | B2 |
| 7697894 | Zilliacus et al. | Apr 2010 | B2 |
| 7698393 | Milstein et al. | Apr 2010 | B2 |
| 7701912 | Thompson et al. | Apr 2010 | B2 |
| 7702821 | Feinberg et al. | Apr 2010 | B2 |
| 7703073 | Illowsky et al. | Apr 2010 | B2 |
| 7707415 | Braskich et al. | Apr 2010 | B2 |
| 7707621 | Walmsley | Apr 2010 | B2 |
| 7708194 | Vawter | May 2010 | B2 |
| 7712111 | Illowsky et al. | May 2010 | B2 |
| 7712777 | Breed | May 2010 | B2 |
| 7715351 | Karaoguz et al. | May 2010 | B2 |
| 7716492 | Saulpaugh et al. | May 2010 | B1 |
| 7724717 | Porras et al. | May 2010 | B2 |
| 7729929 | Heidenreich et al. | Jun 2010 | B2 |
| 7730482 | Illowsky et al. | Jun 2010 | B2 |
| 7733804 | Hardjono et al. | Jun 2010 | B2 |
| 7743074 | Parupudi et al. | Jun 2010 | B1 |
| 7747980 | Illowsky et al. | Jun 2010 | B2 |
| 7748618 | Vawter | Jul 2010 | B2 |
| 7756509 | Rajagopalan et al. | Jul 2010 | B2 |
| 7757076 | Stewart et al. | Jul 2010 | B2 |
| 7760654 | Adya et al. | Jul 2010 | B2 |
| 7761863 | Illowsky et al. | Jul 2010 | B2 |
| 7761885 | Labrou et al. | Jul 2010 | B2 |
| 7761910 | Ransom et al. | Jul 2010 | B2 |
| 7762470 | Finn et al. | Jul 2010 | B2 |
| 7770008 | Walmsley | Aug 2010 | B2 |
| 7772965 | Farhan et al. | Aug 2010 | B2 |
| 7774495 | Pabla et al. | Aug 2010 | B2 |
| 7777622 | Baldus et al. | Aug 2010 | B2 |
| 7778927 | Kawakami | Aug 2010 | B2 |
| 7783041 | Asokan et al. | Aug 2010 | B2 |
| 7783777 | Pabla et al. | Aug 2010 | B1 |
| 7783886 | Walmsley | Aug 2010 | B2 |
| 7787865 | Willey et al. | Aug 2010 | B2 |
| 7788343 | Haselhurst et al. | Aug 2010 | B2 |
| 7788369 | McAllen et al. | Aug 2010 | B2 |
| 7788663 | Illowsky et al. | Aug 2010 | B2 |
| 7801058 | Wang | Sep 2010 | B2 |
| 7801781 | Olin et al. | Sep 2010 | B2 |
| 7804807 | Korus et al. | Sep 2010 | B2 |
| 7805377 | Felsher | Sep 2010 | B2 |
| 7813822 | Hoffberg | Oct 2010 | B1 |
| 7818067 | Healy et al. | Oct 2010 | B2 |
| 7818519 | Plunkett | Oct 2010 | B2 |
| 7818811 | Kirovski et al. | Oct 2010 | B2 |
| 7822863 | Balfanz et al. | Oct 2010 | B2 |
| 7823772 | Vawter | Nov 2010 | B2 |
| 7831238 | Hamberg | Nov 2010 | B2 |
| 7831752 | Illowsky et al. | Nov 2010 | B2 |
| 7831827 | Walmsley | Nov 2010 | B2 |
| 7844834 | Leone et al. | Nov 2010 | B2 |
| 7846150 | Hamel et al. | Dec 2010 | B2 |
| 7848746 | Juels | Dec 2010 | B2 |
| 7849140 | Abdel-Aziz et al. | Dec 2010 | B2 |
| 7853255 | Karaoguz et al. | Dec 2010 | B2 |
| 7853780 | Rotondo et al. | Dec 2010 | B2 |
| 7856339 | Vock et al. | Dec 2010 | B2 |
| 7860922 | Singer et al. | Dec 2010 | B2 |
| 7860923 | Singer et al. | Dec 2010 | B2 |
| 7864673 | Bonner | Jan 2011 | B2 |
| 7869601 | Ando et al. | Jan 2011 | B2 |
| 7870097 | Dunn et al. | Jan 2011 | B2 |
| 7881667 | Ji et al. | Feb 2011 | B2 |
| 7886335 | Chickering et al. | Feb 2011 | B1 |
| 7886962 | Vawter | Feb 2011 | B2 |
| 7894476 | Doerr et al. | Feb 2011 | B2 |
| 7899187 | Messerges et al. | Mar 2011 | B2 |
| 7899915 | Reisman | Mar 2011 | B2 |
| 7904074 | Karaoguz et al. | Mar 2011 | B2 |
| 7907935 | Le Saint et al. | Mar 2011 | B2 |
| 7916861 | Conley et al. | Mar 2011 | B2 |
| 7920518 | Thompson et al. | Apr 2011 | B2 |
| 7920534 | Nakayama | Apr 2011 | B2 |
| 7920851 | Moshir et al. | Apr 2011 | B2 |
| 7937089 | Smetters et al. | May 2011 | B2 |
| 7944577 | Chang et al. | May 2011 | B2 |
| 7945959 | Ilechko | May 2011 | B2 |
| 7950047 | Risher et al. | May 2011 | B2 |
| 7953818 | Chang et al. | May 2011 | B2 |
| 7955258 | Goscha et al. | Jun 2011 | B2 |
| 7962164 | Karaoguz et al. | Jun 2011 | B2 |
| 7967751 | Goscha et al. | Jun 2011 | B2 |
| 7970894 | Patwardhan | Jun 2011 | B1 |
| 7974234 | Gustave et al. | Jul 2011 | B2 |
| 7974296 | Karaoguz et al. | Jul 2011 | B2 |
| 7974714 | Hoffberg | Jul 2011 | B2 |
| 7974924 | Holla et al. | Jul 2011 | B2 |
| 7975002 | Newman et al. | Jul 2011 | B2 |
| 7975051 | Saint Clair et al. | Jul 2011 | B2 |
| 7978062 | LaLonde et al. | Jul 2011 | B2 |
| 7979692 | Washington et al. | Jul 2011 | B1 |
| 7983615 | Bryce et al. | Jul 2011 | B2 |
| 7983835 | Lagassey | Jul 2011 | B2 |
| 7986704 | Karaoguz et al. | Jul 2011 | B2 |
| 7987491 | Reisman | Jul 2011 | B2 |
| 7990947 | Twitchell, Jr. et al. | Aug 2011 | B2 |
| 7991764 | Rathod | Aug 2011 | B2 |
| 8000314 | Brownrigg et al. | Aug 2011 | B2 |
| 8001232 | Saulpaugh et al. | Aug 2011 | B1 |
| 8005476 | Karaoguz et al. | Aug 2011 | B2 |
| 8009608 | Karaoguz et al. | Aug 2011 | B2 |
| RE42725 | Chang et al. | Sep 2011 | E |
| 8013732 | Petite et al. | Sep 2011 | B2 |
| 8014722 | Abel et al. | Sep 2011 | B2 |
| 8019352 | Rappaport et al. | Sep 2011 | B2 |
| 8023425 | Raleigh | Sep 2011 | B2 |
| 8028329 | Whitcomb | Sep 2011 | B2 |
| RE42871 | Forslow | Oct 2011 | E |
| 8031650 | Petite et al. | Oct 2011 | B2 |
| 8032939 | Palnitkar et al. | Oct 2011 | B2 |
| 8036195 | Thompson et al. | Oct 2011 | B2 |
| 8037202 | Yeager et al. | Oct 2011 | B2 |
| 8038239 | Walmsley et al. | Oct 2011 | B2 |
| 8038593 | Friedman et al. | Oct 2011 | B2 |
| 8041032 | Katoozi et al. | Oct 2011 | B2 |
| 8046328 | Rhodes et al. | Oct 2011 | B2 |
| 8046504 | Feinberg et al. | Oct 2011 | B2 |
| 8050405 | Camp, Jr. et al. | Nov 2011 | B2 |
| 8064412 | Petite | Nov 2011 | B2 |
| 8064879 | Willey et al. | Nov 2011 | B2 |
| 8064926 | Howarter et al. | Nov 2011 | B2 |
| 8068831 | Karaoguz et al. | Nov 2011 | B2 |
| 8073839 | Rathod | Dec 2011 | B2 |
| 8082491 | Abdelaziz et al. | Dec 2011 | B1 |
| 8090399 | Howarter et al. | Jan 2012 | B2 |
| 8090592 | Goodall et al. | Jan 2012 | B1 |
| 8103333 | Tran | Jan 2012 | B2 |
| 8103691 | Chunilal | Jan 2012 | B2 |
| 8103718 | O'Shea et al. | Jan 2012 | B2 |
| 8108036 | Tran | Jan 2012 | B2 |
| 8108455 | Yeager et al. | Jan 2012 | B2 |
| 8116734 | Vawter | Feb 2012 | B2 |
| 8117547 | Parupudi et al. | Feb 2012 | B2 |
| 8121673 | Tran | Feb 2012 | B2 |
| 8126675 | Vock et al. | Feb 2012 | B2 |
| 8127039 | Patton et al. | Feb 2012 | B2 |
| 8130146 | Belcea et al. | Mar 2012 | B2 |
| 8131645 | Lin et al. | Mar 2012 | B2 |
| 8135796 | Slaughter et al. | Mar 2012 | B1 |
| 8136149 | Freund | Mar 2012 | B2 |
| 8139588 | Hardjono et al. | Mar 2012 | B2 |
| 8144725 | Bienas et al. | Mar 2012 | B2 |
| 8144948 | Krachman | Mar 2012 | B2 |
| 8145219 | Karaoguz et al. | Mar 2012 | B2 |
| 8146149 | Steinkogler et al. | Mar 2012 | B2 |
| 8149848 | Karaoguz et al. | Apr 2012 | B2 |
| 8150312 | Bappu et al. | Apr 2012 | B2 |
| 8150372 | Orlassino | Apr 2012 | B2 |
| 8150416 | Ribaudo et al. | Apr 2012 | B2 |
| 8150750 | Ray | Apr 2012 | B2 |
| 8151336 | Savoor | Apr 2012 | B2 |
| 8156337 | Balfanz et al. | Apr 2012 | B2 |
| 8159985 | Karaoguz et al. | Apr 2012 | B2 |
| 8160077 | Traversat et al. | Apr 2012 | B2 |
| 8161172 | Reisman | Apr 2012 | B2 |
| 8165142 | Karaoguz et al. | Apr 2012 | B2 |
| 8166296 | Buer et al. | Apr 2012 | B2 |
| 8166551 | King | Apr 2012 | B2 |
| 8171136 | Petite | May 2012 | B2 |
| 8171292 | Brown et al. | May 2012 | B2 |
| 8175528 | He et al. | May 2012 | B2 |
| 8179911 | Karaoguz et al. | May 2012 | B2 |
| 8182340 | Korp | May 2012 | B2 |
| 8183998 | Rao et al. | May 2012 | B2 |
| 8185119 | Karaoguz et al. | May 2012 | B2 |
| 8193930 | Petite et al. | Jun 2012 | B2 |
| 8195233 | Morikuni et al. | Jun 2012 | B2 |
| 8195478 | Petersen et al. | Jun 2012 | B2 |
| 8195934 | Lawrence | Jun 2012 | B1 |
| 8200195 | Le Saint et al. | Jun 2012 | B2 |
| 8200700 | Moore et al. | Jun 2012 | B2 |
| 8204522 | Karaoguz et al. | Jun 2012 | B2 |
| 8204588 | Severin et al. | Jun 2012 | B2 |
| 8204992 | Arora et al. | Jun 2012 | B2 |
| 8212667 | Petite et al. | Jul 2012 | B2 |
| 8213907 | Etchegoyen | Jul 2012 | B2 |
| 8214228 | Butler et al. | Jul 2012 | B2 |
| 8214645 | Brown et al. | Jul 2012 | B2 |
| 8216135 | Goscha et al. | Jul 2012 | B2 |
| 8223010 | Petite et al. | Jul 2012 | B2 |
| 8224893 | Newman et al. | Jul 2012 | B2 |
| 8225094 | Willey | Jul 2012 | B2 |
| 8225380 | Moshir et al. | Jul 2012 | B2 |
| 8226474 | Nguyen et al. | Jul 2012 | B2 |
| 8228861 | Nix | Jul 2012 | B1 |
| 8229785 | Fung et al. | Jul 2012 | B2 |
| 8229812 | Raleigh | Jul 2012 | B2 |
| 8229813 | Olin et al. | Jul 2012 | B2 |
| 8229888 | Roskind et al. | Jul 2012 | B1 |
| 8233471 | Brownrigg et al. | Jul 2012 | B2 |
| 8234128 | Martucci et al. | Jul 2012 | B2 |
| 8234387 | Bradley et al. | Jul 2012 | B2 |
| 8242907 | Butler et al. | Aug 2012 | B2 |
| 8242908 | Butler et al. | Aug 2012 | B2 |
| 8242911 | Moore et al. | Aug 2012 | B2 |
| 8245315 | Cassett et al. | Aug 2012 | B2 |
| 8248238 | Butler et al. | Aug 2012 | B2 |
| 8248239 | Butler et al. | Aug 2012 | B2 |
| 8249028 | Porras et al. | Aug 2012 | B2 |
| 8249559 | Meiss et al. | Aug 2012 | B1 |
| 8250207 | Raleigh | Aug 2012 | B2 |
| 8250628 | Brodfuehrer et al. | Aug 2012 | B2 |
| 8253567 | Butler et al. | Aug 2012 | B2 |
| 8260274 | Moshir et al. | Sep 2012 | B2 |
| 8260320 | Herz | Sep 2012 | B2 |
| 8260709 | Holla et al. | Sep 2012 | B2 |
| 8261338 | Brown et al. | Sep 2012 | B2 |
| 8266212 | Brunet de Courssou | Sep 2012 | B2 |
| 8266438 | Orsini et al. | Sep 2012 | B2 |
| 8266676 | Hardjono et al. | Sep 2012 | B2 |
| 8269630 | Butler et al. | Sep 2012 | B2 |
| 8270310 | Raleigh | Sep 2012 | B2 |
| 8270952 | Raleigh | Sep 2012 | B2 |
| 8271800 | Carr | Sep 2012 | B2 |
| 8271802 | Orsini et al. | Sep 2012 | B2 |
| 8275395 | Howarter et al. | Sep 2012 | B2 |
| 8275672 | Nguyen et al. | Sep 2012 | B1 |
| 8279065 | Butler et al. | Oct 2012 | B2 |
| 8279067 | Berger et al. | Oct 2012 | B2 |
| 8280359 | Moshir et al. | Oct 2012 | B2 |
| 8280681 | Vock et al. | Oct 2012 | B2 |
| 8280682 | Vock et al. | Oct 2012 | B2 |
| 8281169 | Borras et al. | Oct 2012 | B2 |
| 8284055 | Butler et al. | Oct 2012 | B2 |
| 8284748 | Borghei | Oct 2012 | B2 |
| 8289886 | McDonald et al. | Oct 2012 | B2 |
| 8290498 | Karaoguz et al. | Oct 2012 | B2 |
| 8294579 | Butler et al. | Oct 2012 | B2 |
| 8296825 | Leone et al. | Oct 2012 | B2 |
| 8301784 | Hascalovici et al. | Oct 2012 | B2 |
| 8302167 | Mennes et al. | Oct 2012 | B2 |
| 8305935 | Wang | Nov 2012 | B2 |
| 8305936 | Wang | Nov 2012 | B2 |
| 8305980 | Nix | Nov 2012 | B1 |
| 8311214 | Buskey et al. | Nov 2012 | B2 |
| 8311939 | Bent et al. | Nov 2012 | B1 |
| 8316091 | Hirvela et al. | Nov 2012 | B2 |
| 8316237 | Felsher et al. | Nov 2012 | B1 |
| 8316438 | Bush et al. | Nov 2012 | B1 |
| 8320879 | Willey et al. | Nov 2012 | B2 |
| 8321330 | Kerschner et al. | Nov 2012 | B2 |
| 8321526 | Raleigh | Nov 2012 | B2 |
| 8321534 | Roskind et al. | Nov 2012 | B1 |
| 8322607 | Lapstun et al. | Dec 2012 | B2 |
| 8323188 | Tran | Dec 2012 | B2 |
| 8323189 | Tran et al. | Dec 2012 | B2 |
| 8325011 | Butler et al. | Dec 2012 | B2 |
| 8325031 | Rao et al. | Dec 2012 | B1 |
| 8326958 | Raleigh | Dec 2012 | B1 |
| 8327131 | Hardjono et al. | Dec 2012 | B1 |
| 8328718 | Tran | Dec 2012 | B2 |
| 8331563 | Healy et al. | Dec 2012 | B2 |
| 8331901 | Raleigh | Dec 2012 | B2 |
| 8335222 | Karaoguz et al. | Dec 2012 | B2 |
| 8335304 | Petite | Dec 2012 | B2 |
| 8341141 | Krislov | Dec 2012 | B2 |
| 8341291 | Twitchell, Jr. | Dec 2012 | B2 |
| 8341292 | Twitchell, Jr. | Dec 2012 | B2 |
| 8345881 | Rekimoto | Jan 2013 | B2 |
| 8346248 | Howarter et al. | Jan 2013 | B2 |
| 8347088 | Moore et al. | Jan 2013 | B2 |
| 8347093 | Ahmed | Jan 2013 | B1 |
| 8351898 | Raleigh | Jan 2013 | B2 |
| 8352342 | Bent, II et al. | Jan 2013 | B1 |
| 8352636 | Twitchell, Jr. | Jan 2013 | B2 |
| 8353052 | Larsson et al. | Jan 2013 | B2 |
| 8355337 | Raleigh | Jan 2013 | B2 |
| 8356180 | Garcia Morchon et al. | Jan 2013 | B2 |
| 8359016 | Lindeman et al. | Jan 2013 | B2 |
| 8359397 | Traversat et al. | Jan 2013 | B2 |
| 8364961 | Tanaka et al. | Jan 2013 | B2 |
| 8368541 | Moore et al. | Feb 2013 | B2 |
| 8369830 | Sperti et al. | Feb 2013 | B2 |
| 8370236 | Bent et al. | Feb 2013 | B1 |
| 8373556 | LaLonde et al. | Feb 2013 | B2 |
| 8374825 | Vock et al. | Feb 2013 | B2 |
| 8375202 | Moore et al. | Feb 2013 | B2 |
| 8379564 | Petite et al. | Feb 2013 | B2 |
| 8380630 | Felsher | Feb 2013 | B2 |
| 8380631 | Dala et al. | Feb 2013 | B2 |
| 8380982 | Miyabayashi et al. | Feb 2013 | B2 |
| 8381262 | Risher et al. | Feb 2013 | B2 |
| 8385240 | Krishnaswamy | Feb 2013 | B2 |
| 8385916 | Raleigh | Feb 2013 | B2 |
| 8386394 | Nguyen et al. | Feb 2013 | B1 |
| 8390456 | Puleston et al. | Mar 2013 | B2 |
| 8392289 | Nguyen | Mar 2013 | B1 |
| 8395498 | Gaskill et al. | Mar 2013 | B2 |
| 8396458 | Raleigh | Mar 2013 | B2 |
| 8396687 | Vock et al. | Mar 2013 | B2 |
| 8396801 | Dala et al. | Mar 2013 | B1 |
| 8396802 | Dala et al. | Mar 2013 | B2 |
| 8396803 | Dala et al. | Mar 2013 | B1 |
| 8406890 | Goetz | Mar 2013 | B2 |
| 8421630 | Butler et al. | Apr 2013 | B2 |
| 8424064 | Gardcia et al. | Apr 2013 | B2 |
| 8425415 | Tran | Apr 2013 | B2 |
| 8428733 | Carlson et al. | Apr 2013 | B2 |
| 8428904 | Vock et al. | Apr 2013 | B2 |
| 8449471 | Tran | May 2013 | B2 |
| 8454554 | Reinke et al. | Jun 2013 | B2 |
| 8456301 | Fennell et al. | Jun 2013 | B2 |
| 8461985 | Fennell et al. | Jun 2013 | B2 |
| 8472630 | Konrad et al. | Jun 2013 | B2 |
| 8475368 | Tran et al. | Jul 2013 | B2 |
| 8498941 | Felsher | Jul 2013 | B2 |
| 8500636 | Tran | Aug 2013 | B2 |
| 8508336 | Giobbi et al. | Aug 2013 | B2 |
| 8515547 | Mass et al. | Aug 2013 | B2 |
| 8522019 | Michaelis | Aug 2013 | B2 |
| 8532757 | Molnar et al. | Sep 2013 | B2 |
| 8533475 | Frikart et al. | Sep 2013 | B2 |
| 8538513 | Molnar et al. | Sep 2013 | B2 |
| 8549600 | Shedrinsky | Oct 2013 | B2 |
| 8555063 | Xiao et al. | Oct 2013 | B2 |
| 8558699 | Butler et al. | Oct 2013 | B2 |
| 8565886 | Nelson et al. | Oct 2013 | B2 |
| 8587427 | LaLonde et al. | Nov 2013 | B2 |
| 8593287 | Hayter et al. | Nov 2013 | B2 |
| 8600895 | Felsher | Dec 2013 | B2 |
| 8630416 | Qi et al. | Jan 2014 | B2 |
| 8645531 | Adams et al. | Feb 2014 | B2 |
| 8652038 | Tran et al. | Feb 2014 | B2 |
| 8653966 | Rao et al. | Feb 2014 | B2 |
| 8654974 | Anderson et al. | Feb 2014 | B2 |
| 8660814 | Vock et al. | Feb 2014 | B2 |
| 8667156 | Soliman et al. | Mar 2014 | B2 |
| 8667293 | Birtwhistle et al. | Mar 2014 | B2 |
| 8670830 | Carlson et al. | Mar 2014 | B2 |
| 8679014 | Bennett et al. | Mar 2014 | B2 |
| 8682437 | Kalpin et al. | Mar 2014 | B2 |
| 8684900 | Tran | Apr 2014 | B2 |
| 8684922 | Tran | Apr 2014 | B2 |
| 8688147 | Nguyen et al. | Apr 2014 | B2 |
| 8688406 | Vock et al. | Apr 2014 | B2 |
| 8688981 | Gim et al. | Apr 2014 | B2 |
| 8701167 | Kovalan | Apr 2014 | B2 |
| 8706181 | Stypulkowski et al. | Apr 2014 | B2 |
| 8707040 | Andersen | Apr 2014 | B2 |
| 8707392 | Birtwhistle et al. | Apr 2014 | B2 |
| 8708903 | Tran | Apr 2014 | B2 |
| 8727978 | Tran et al. | May 2014 | B2 |
| 8736441 | Rao et al. | May 2014 | B2 |
| 8747313 | Tran et al. | Jun 2014 | B2 |
| 8761890 | Gupta et al. | Jun 2014 | B2 |
| 8764651 | Tran | Jul 2014 | B2 |
| 8768323 | Liu et al. | Jul 2014 | B2 |
| 8775196 | Simpson et al. | Jul 2014 | B2 |
| 8776246 | Allegri et al. | Jul 2014 | B2 |
| 8793142 | Fishman et al. | Jul 2014 | B2 |
| 8798764 | Molnar et al. | Aug 2014 | B2 |
| 8799022 | O'Brien et al. | Aug 2014 | B1 |
| 8812098 | Giftakis et al. | Aug 2014 | B2 |
| 8818522 | Mass et al. | Aug 2014 | B2 |
| 8849718 | Dala et al. | Sep 2014 | B2 |
| 8868201 | Roberts et al. | Oct 2014 | B2 |
| 8886125 | Agrawal et al. | Nov 2014 | B2 |
| 8886332 | Molnar et al. | Nov 2014 | B2 |
| 8892886 | Konrad et al. | Nov 2014 | B2 |
| 8904181 | Felsher et al. | Dec 2014 | B1 |
| 8907909 | Bello et al. | Dec 2014 | B2 |
| 8912687 | Kesler et al. | Dec 2014 | B2 |
| 8914115 | Giftakis et al. | Dec 2014 | B2 |
| 8918854 | Giobbi | Dec 2014 | B1 |
| 8929986 | Parker et al. | Jan 2015 | B2 |
| 8934986 | Goetz | Jan 2015 | B2 |
| 8937930 | Sprigg et al. | Jan 2015 | B2 |
| 8941470 | Butler et al. | Jan 2015 | B2 |
| 8947233 | Butler et al. | Feb 2015 | B2 |
| 8959348 | Tsouri | Feb 2015 | B2 |
| 8968195 | Tran | Mar 2015 | B2 |
| 8970392 | LaLonde et al. | Mar 2015 | B2 |
| 8971958 | Frikart et al. | Mar 2015 | B2 |
| 8976021 | Ozgul et al. | Mar 2015 | B2 |
| 8978026 | Charlton et al. | Mar 2015 | B2 |
| 8988223 | Puleston et al. | Mar 2015 | B2 |
| 9000929 | Hayter et al. | Apr 2015 | B2 |
| 9026792 | Andersen | May 2015 | B2 |
| 9035767 | Fennell et al. | May 2015 | B2 |
| 9042613 | Spilker et al. | May 2015 | B2 |
| 9042989 | Carlson et al. | May 2015 | B2 |
| 9042990 | Carlson et al. | May 2015 | B2 |
| 9053317 | Shieh et al. | Jun 2015 | B2 |
| 9055924 | Roth | Jun 2015 | B2 |
| 9055974 | Goetz | Jun 2015 | B2 |
| 9060683 | Tran | Jun 2015 | B2 |
| 9072870 | Wu et al. | Jul 2015 | B2 |
| 9079039 | Carlson et al. | Jul 2015 | B2 |
| 9094383 | Garcia Morchon et al. | Jul 2015 | B2 |
| 9101306 | Bernini et al. | Aug 2015 | B2 |
| 9106203 | Kesler et al. | Aug 2015 | B2 |
| 9106609 | Kovalan | Aug 2015 | B2 |
| 9107586 | Tran | Aug 2015 | B2 |
| 9112918 | Schultz et al. | Aug 2015 | B2 |
| 9117128 | Mats et al. | Aug 2015 | B2 |
| 9124640 | Sweet et al. | Sep 2015 | B2 |
| 9125627 | Stein | Sep 2015 | B2 |
| 9149635 | Denison et al. | Oct 2015 | B2 |
| 9168006 | Georgiev et al. | Oct 2015 | B2 |
| 9177456 | Fennell et al. | Nov 2015 | B2 |
| 9185087 | Carlson et al. | Nov 2015 | B2 |
| 9189600 | Spilker et al. | Nov 2015 | B2 |
| 9211411 | Wu et al. | Dec 2015 | B2 |
| 9215075 | Poltorak | Dec 2015 | B1 |
| 9215581 | Julian et al. | Dec 2015 | B2 |
| 9215980 | Tran et al. | Dec 2015 | B2 |
| 9237012 | Andersen | Jan 2016 | B2 |
| 9942051 | Poltorak | Apr 2018 | B1 |
| 20010050990 | Sudia | Dec 2001 | A1 |
| 20010051787 | Haller et al. | Dec 2001 | A1 |
| 20020069278 | Forslow | Jun 2002 | A1 |
| 20020072975 | Steele et al. | Jun 2002 | A1 |
| 20020075844 | Hagen | Jun 2002 | A1 |
| 20020116637 | Deitsch et al. | Aug 2002 | A1 |
| 20020133534 | Forslow | Sep 2002 | A1 |
| 20020143655 | Elston et al. | Oct 2002 | A1 |
| 20020143855 | Traversat et al. | Oct 2002 | A1 |
| 20020143944 | Traversat et al. | Oct 2002 | A1 |
| 20020147771 | Traversat et al. | Oct 2002 | A1 |
| 20020147810 | Traversat et al. | Oct 2002 | A1 |
| 20020152299 | Traversat et al. | Oct 2002 | A1 |
| 20020161476 | Panofsky et al. | Oct 2002 | A1 |
| 20020184310 | Traversat et al. | Dec 2002 | A1 |
| 20020184311 | Traversat et al. | Dec 2002 | A1 |
| 20020184357 | Traversat et al. | Dec 2002 | A1 |
| 20020184358 | Traversat et al. | Dec 2002 | A1 |
| 20020188657 | Traversat et al. | Dec 2002 | A1 |
| 20030002521 | Traversat et al. | Jan 2003 | A1 |
| 20030014629 | Zuccherato | Jan 2003 | A1 |
| 20030041141 | Abdelaziz et al. | Feb 2003 | A1 |
| 20030065525 | Giacchetti et al. | Apr 2003 | A1 |
| 20030087629 | Juitt et al. | May 2003 | A1 |
| 20030093691 | Simon et al. | May 2003 | A1 |
| 20030100369 | Gatto et al. | May 2003 | A1 |
| 20030100370 | Gatto et al. | May 2003 | A1 |
| 20030100371 | Gatto et al. | May 2003 | A1 |
| 20030100372 | Gatto et al. | May 2003 | A1 |
| 20030130708 | Von Arx et al. | Jul 2003 | A1 |
| 20030229900 | Reisman | Dec 2003 | A1 |
| 20030237004 | Okamura | Dec 2003 | A1 |
| 20040019807 | Freund | Jan 2004 | A1 |
| 20040030743 | Hugly et al. | Feb 2004 | A1 |
| 20040030794 | Hugly et al. | Feb 2004 | A1 |
| 20040031038 | Hugly et al. | Feb 2004 | A1 |
| 20040031058 | Reisman | Feb 2004 | A1 |
| 20040044727 | Abdelaziz et al. | Mar 2004 | A1 |
| 20040064512 | Arora et al. | Apr 2004 | A1 |
| 20040064568 | Arora et al. | Apr 2004 | A1 |
| 20040064693 | Pabla et al. | Apr 2004 | A1 |
| 20040073795 | Jablon | Apr 2004 | A1 |
| 20040078573 | Matsuyama | Apr 2004 | A1 |
| 20040088347 | Yeager et al. | May 2004 | A1 |
| 20040088348 | Yeager et al. | May 2004 | A1 |
| 20040088369 | Yeager et al. | May 2004 | A1 |
| 20040088542 | Daude | May 2004 | A1 |
| 20040088646 | Yeager et al. | May 2004 | A1 |
| 20040098447 | Verbeke et al. | May 2004 | A1 |
| 20040133640 | Yeager et al. | Jul 2004 | A1 |
| 20040148326 | Nadgir et al. | Jul 2004 | A1 |
| 20040162871 | Pabla et al. | Aug 2004 | A1 |
| 20040167465 | Mihai et al. | Aug 2004 | A1 |
| 20040171369 | Little et al. | Sep 2004 | A1 |
| 20040198220 | Whelan et al. | Oct 2004 | A1 |
| 20040266449 | Smetters et al. | Dec 2004 | A1 |
| 20050021969 | Williams et al. | Jan 2005 | A1 |
| 20050086300 | Yeager et al. | Apr 2005 | A1 |
| 20050109841 | Ryan et al. | May 2005 | A1 |
| 20050129240 | Balfanz et al. | Jun 2005 | A1 |
| 20050141706 | Regli et al. | Jun 2005 | A1 |
| 20050144437 | Ransom et al. | Jun 2005 | A1 |
| 20050204134 | Von Arx et al. | Sep 2005 | A1 |
| 20050233811 | Gatto et al. | Oct 2005 | A1 |
| 20050259611 | Bhagwat et al. | Nov 2005 | A1 |
| 20050261970 | Vucina et al. | Nov 2005 | A1 |
| 20050273850 | Freund | Dec 2005 | A1 |
| 20050288736 | Persen et al. | Dec 2005 | A1 |
| 20060002331 | Bhagwat et al. | Jan 2006 | A1 |
| 20060010251 | Mrsic-Flogel et al. | Jan 2006 | A1 |
| 20060010485 | Gorman | Jan 2006 | A1 |
| 20060040248 | Aaron | Feb 2006 | A1 |
| 20060041445 | Aaron | Feb 2006 | A1 |
| 20060041446 | Aaron | Feb 2006 | A1 |
| 20060041460 | Aaron | Feb 2006 | A1 |
| 20060041891 | Aaron | Feb 2006 | A1 |
| 20060062206 | Krishnaswamy | Mar 2006 | A1 |
| 20060085850 | Mayfield | Apr 2006 | A1 |
| 20060092043 | Lagassey | May 2006 | A1 |
| 20060095199 | Lagassey | May 2006 | A1 |
| 20060156054 | Brown et al. | Jul 2006 | A1 |
| 20060167784 | Hoffberg | Jul 2006 | A1 |
| 20060174017 | Robertson | Aug 2006 | A1 |
| 20060208066 | Finn et al. | Sep 2006 | A1 |
| 20060219776 | Finn | Oct 2006 | A1 |
| 20060234678 | Juitt et al. | Oct 2006 | A1 |
| 20060282662 | Whitcomb | Dec 2006 | A1 |
| 20060291455 | Katz et al. | Dec 2006 | A1 |
| 20070004436 | Stirbu | Jan 2007 | A1 |
| 20070022474 | Rowett et al. | Jan 2007 | A1 |
| 20070022479 | Sikdar et al. | Jan 2007 | A1 |
| 20070025245 | Porras et al. | Feb 2007 | A1 |
| 20070025265 | Porras et al. | Feb 2007 | A1 |
| 20070060099 | Ramer et al. | Mar 2007 | A1 |
| 20070060109 | Ramer et al. | Mar 2007 | A1 |
| 20070060114 | Ramer et al. | Mar 2007 | A1 |
| 20070060129 | Ramer et al. | Mar 2007 | A1 |
| 20070060136 | Ramer et al. | Mar 2007 | A1 |
| 20070060173 | Ramer et al. | Mar 2007 | A1 |
| 20070061197 | Ramer et al. | Mar 2007 | A1 |
| 20070061198 | Ramer et al. | Mar 2007 | A1 |
| 20070061211 | Ramer et al. | Mar 2007 | A1 |
| 20070061229 | Ramer et al. | Mar 2007 | A1 |
| 20070061242 | Ramer et al. | Mar 2007 | A1 |
| 20070061243 | Ramer et al. | Mar 2007 | A1 |
| 20070061244 | Ramer et al. | Mar 2007 | A1 |
| 20070061245 | Ramer et al. | Mar 2007 | A1 |
| 20070061246 | Ramer et al. | Mar 2007 | A1 |
| 20070061247 | Ramer et al. | Mar 2007 | A1 |
| 20070061300 | Ramer et al. | Mar 2007 | A1 |
| 20070061301 | Ramer et al. | Mar 2007 | A1 |
| 20070061302 | Ramer et al. | Mar 2007 | A1 |
| 20070061303 | Ramer et al. | Mar 2007 | A1 |
| 20070061317 | Ramer et al. | Mar 2007 | A1 |
| 20070061328 | Ramer et al. | Mar 2007 | A1 |
| 20070061331 | Ramer et al. | Mar 2007 | A1 |
| 20070061332 | Ramer et al. | Mar 2007 | A1 |
| 20070061333 | Ramer et al. | Mar 2007 | A1 |
| 20070061334 | Ramer et al. | Mar 2007 | A1 |
| 20070061335 | Ramer et al. | Mar 2007 | A1 |
| 20070061336 | Ramer et al. | Mar 2007 | A1 |
| 20070061363 | Ramer et al. | Mar 2007 | A1 |
| 20070073717 | Ramer et al. | Mar 2007 | A1 |
| 20070073718 | Ramer et al. | Mar 2007 | A1 |
| 20070073719 | Ramer et al. | Mar 2007 | A1 |
| 20070073722 | Ramer et al. | Mar 2007 | A1 |
| 20070073723 | Ramer et al. | Mar 2007 | A1 |
| 20070087756 | Hoffberg | Apr 2007 | A1 |
| 20070094042 | Ramer et al. | Apr 2007 | A1 |
| 20070097885 | Traversat et al. | May 2007 | A1 |
| 20070100650 | Ramer et al. | May 2007 | A1 |
| 20070100651 | Ramer et al. | May 2007 | A1 |
| 20070100652 | Ramer et al. | May 2007 | A1 |
| 20070100653 | Ramer et al. | May 2007 | A1 |
| 20070100805 | Ramer et al. | May 2007 | A1 |
| 20070100806 | Ramer et al. | May 2007 | A1 |
| 20070118533 | Ramer et al. | May 2007 | A1 |
| 20070136817 | Nguyen | Jun 2007 | A1 |
| 20070143629 | Hardjono et al. | Jun 2007 | A1 |
| 20070143827 | Nicodemus et al. | Jun 2007 | A1 |
| 20070143851 | Nicodemus et al. | Jun 2007 | A1 |
| 20070156895 | Vuong | Jul 2007 | A1 |
| 20070168301 | Eisner | Jul 2007 | A1 |
| 20070168354 | Ramer et al. | Jul 2007 | A1 |
| 20070169184 | Krywaniuk | Jul 2007 | A1 |
| 20070171885 | Bhagwat et al. | Jul 2007 | A1 |
| 20070192294 | Ramer et al. | Aug 2007 | A1 |
| 20070192318 | Ramer et al. | Aug 2007 | A1 |
| 20070198432 | Pitroda et al. | Aug 2007 | A1 |
| 20070198485 | Ramer et al. | Aug 2007 | A1 |
| 20070220259 | Pavlicic | Sep 2007 | A1 |
| 20070239724 | Ramer et al. | Oct 2007 | A1 |
| 20070260635 | Ramer et al. | Nov 2007 | A1 |
| 20070263783 | Speranza | Nov 2007 | A1 |
| 20070288427 | Ramer et al. | Dec 2007 | A1 |
| 20070293323 | Gatto et al. | Dec 2007 | A1 |
| 20080009268 | Ramer et al. | Jan 2008 | A1 |
| 20080032801 | Brunet de Courssou | Feb 2008 | A1 |
| 20080033869 | Steele et al. | Feb 2008 | A1 |
| 20080041937 | Vawter | Feb 2008 | A1 |
| 20080044014 | Corndorf | Feb 2008 | A1 |
| 20080052769 | Leone et al. | Feb 2008 | A1 |
| 20080063201 | Wormald et al. | Mar 2008 | A1 |
| 20080076572 | Nguyen et al. | Mar 2008 | A1 |
| 20080092181 | Britt | Apr 2008 | A1 |
| 20080095180 | Vucina et al. | Apr 2008 | A1 |
| 20080097858 | Vucina et al. | Apr 2008 | A1 |
| 20080098212 | Helms et al. | Apr 2008 | A1 |
| 20080109879 | Bhagwat et al. | May 2008 | A1 |
| 20080126794 | Wang et al. | May 2008 | A1 |
| 20080141360 | Hicks et al. | Jun 2008 | A1 |
| 20080167954 | Kawakami | Jul 2008 | A1 |
| 20080183853 | Manion et al. | Jul 2008 | A1 |
| 20080222711 | Michaelis | Sep 2008 | A1 |
| 20080222715 | Bansal et al. | Sep 2008 | A1 |
| 20080229402 | Smetters et al. | Sep 2008 | A1 |
| 20080234047 | Nguyen | Sep 2008 | A1 |
| 20080242279 | Ramer et al. | Oct 2008 | A1 |
| 20080244717 | Jelatis et al. | Oct 2008 | A1 |
| 20080252485 | Lagassey | Oct 2008 | A1 |
| 20080256618 | Bansal et al. | Oct 2008 | A1 |
| 20090013380 | Chandrasiri et al. | Jan 2009 | A1 |
| 20090016529 | Gopinath et al. | Jan 2009 | A1 |
| 20090036111 | Danford et al. | Feb 2009 | A1 |
| 20090046591 | Krishnaswamy et al. | Feb 2009 | A1 |
| 20090046598 | Krishnaswamy et al. | Feb 2009 | A1 |
| 20090046644 | Krishnaswamy et al. | Feb 2009 | A1 |
| 20090046676 | Krishnaswamy et al. | Feb 2009 | A1 |
| 20090046861 | Krishnaswamy | Feb 2009 | A1 |
| 20090047930 | Krishnaswamy et al. | Feb 2009 | A1 |
| 20090047966 | Krishnaswamy et al. | Feb 2009 | A1 |
| 20090049158 | Krishnaswamy et al. | Feb 2009 | A1 |
| 20090058635 | LaLonde et al. | Mar 2009 | A1 |
| 20090060201 | Rhodes et al. | Mar 2009 | A1 |
| 20090073943 | Krishnaswamy et al. | Mar 2009 | A1 |
| 20090088133 | Orlassino | Apr 2009 | A1 |
| 20090119741 | Palnitkar et al. | May 2009 | A1 |
| 20090119776 | Palnitkar et al. | May 2009 | A1 |
| 20090144541 | Kim et al. | Jun 2009 | A1 |
| 20090168990 | Makagon et al. | Jul 2009 | A1 |
| 20090199009 | Chia et al. | Aug 2009 | A1 |
| 20090204805 | Robba et al. | Aug 2009 | A1 |
| 20090204964 | Foley et al. | Aug 2009 | A1 |
| 20090227876 | Tran | Sep 2009 | A1 |
| 20090227877 | Tran | Sep 2009 | A1 |
| 20090254572 | Redlich et al. | Oct 2009 | A1 |
| 20090254646 | Brown et al. | Oct 2009 | A1 |
| 20090260070 | Soliman | Oct 2009 | A1 |
| 20090270949 | Kalpin et al. | Oct 2009 | A1 |
| 20090271221 | Aridi et al. | Oct 2009 | A1 |
| 20090275403 | Proctor | Nov 2009 | A1 |
| 20090281872 | Kalaboukis | Nov 2009 | A1 |
| 20090287837 | Felsher | Nov 2009 | A1 |
| 20090289776 | Moore et al. | Nov 2009 | A1 |
| 20090299812 | Ray | Dec 2009 | A1 |
| 20090318779 | Tran | Dec 2009 | A1 |
| 20090319672 | Reisman | Dec 2009 | A1 |
| 20090320073 | Reisman | Dec 2009 | A1 |
| 20090322510 | Berger et al. | Dec 2009 | A1 |
| 20090327729 | Rhodes et al. | Dec 2009 | A1 |
| 20100031318 | Gardcia et al. | Feb 2010 | A1 |
| 20100057801 | Ramer et al. | Mar 2010 | A1 |
| 20100058480 | Hedberg et al. | Mar 2010 | A1 |
| 20100065625 | Sabeta | Mar 2010 | A1 |
| 20100070417 | Flynn et al. | Mar 2010 | A1 |
| 20100076845 | Ramer et al. | Mar 2010 | A1 |
| 20100082430 | Ramer et al. | Apr 2010 | A1 |
| 20100082431 | Ramer et al. | Apr 2010 | A1 |
| 20100085160 | Fu | Apr 2010 | A1 |
| 20100094981 | Cordray et al. | Apr 2010 | A1 |
| 20100095077 | Lockwood | Apr 2010 | A1 |
| 20100099396 | Huq et al. | Apr 2010 | A1 |
| 20100100930 | King | Apr 2010 | A1 |
| 20100115279 | Frikart et al. | May 2010 | A1 |
| 20100115606 | Samovskiy et al. | May 2010 | A1 |
| 20100121705 | Ramer et al. | May 2010 | A1 |
| 20100122083 | Gim et al. | May 2010 | A1 |
| 20100122087 | Gim et al. | May 2010 | A1 |
| 20100131618 | Brewis et al. | May 2010 | A1 |
| 20100131619 | Brewis et al. | May 2010 | A1 |
| 20100131622 | Brewis et al. | May 2010 | A1 |
| 20100131652 | Brewis et al. | May 2010 | A1 |
| 20100132040 | Bhagwat et al. | May 2010 | A1 |
| 20100134257 | Puleston et al. | Jun 2010 | A1 |
| 20100138293 | Ramer et al. | Jun 2010 | A1 |
| 20100138296 | Ramer et al. | Jun 2010 | A1 |
| 20100138908 | Vennelakanti et al. | Jun 2010 | A1 |
| 20100138926 | Kashchenko et al. | Jun 2010 | A1 |
| 20100142410 | Huynh Van et al. | Jun 2010 | A1 |
| 20100145804 | Ramer et al. | Jun 2010 | A1 |
| 20100146146 | Welts et al. | Jun 2010 | A1 |
| 20100150170 | Lee et al. | Jun 2010 | A1 |
| 20100153208 | Ramer et al. | Jun 2010 | A1 |
| 20100153211 | Ramer et al. | Jun 2010 | A1 |
| 20100169179 | Ramer et al. | Jul 2010 | A1 |
| 20100186078 | Napoli et al. | Jul 2010 | A1 |
| 20100188975 | Raleigh | Jul 2010 | A1 |
| 20100188990 | Raleigh | Jul 2010 | A1 |
| 20100188991 | Raleigh | Jul 2010 | A1 |
| 20100188992 | Raleigh | Jul 2010 | A1 |
| 20100188993 | Raleigh | Jul 2010 | A1 |
| 20100188994 | Raleigh | Jul 2010 | A1 |
| 20100188995 | Raleigh | Jul 2010 | A1 |
| 20100190470 | Raleigh | Jul 2010 | A1 |
| 20100191575 | Raleigh | Jul 2010 | A1 |
| 20100191576 | Raleigh | Jul 2010 | A1 |
| 20100191604 | Raleigh | Jul 2010 | A1 |
| 20100191612 | Raleigh | Jul 2010 | A1 |
| 20100191613 | Raleigh | Jul 2010 | A1 |
| 20100191846 | Raleigh | Jul 2010 | A1 |
| 20100191847 | Raleigh | Jul 2010 | A1 |
| 20100192120 | Raleigh | Jul 2010 | A1 |
| 20100192170 | Raleigh | Jul 2010 | A1 |
| 20100192207 | Raleigh | Jul 2010 | A1 |
| 20100192212 | Raleigh | Jul 2010 | A1 |
| 20100192220 | Heizmann et al. | Jul 2010 | A1 |
| 20100197266 | Raleigh | Aug 2010 | A1 |
| 20100197268 | Raleigh | Aug 2010 | A1 |
| 20100198681 | Ramer et al. | Aug 2010 | A1 |
| 20100211458 | Ramer et al. | Aug 2010 | A1 |
| 20100211645 | Wang et al. | Aug 2010 | A1 |
| 20100217662 | Ramer et al. | Aug 2010 | A1 |
| 20100217663 | Ramer et al. | Aug 2010 | A1 |
| 20100235285 | Hoffberg | Sep 2010 | A1 |
| 20100235879 | Burnside et al. | Sep 2010 | A1 |
| 20100241595 | Felsher | Sep 2010 | A1 |
| 20100241862 | Garcia Morchon et al. | Sep 2010 | A1 |
| 20100250497 | Redlich et al. | Sep 2010 | A1 |
| 20100259719 | Sabeta | Oct 2010 | A1 |
| 20100268190 | Mielenz | Oct 2010 | A1 |
| 20100269146 | Britt | Oct 2010 | A1 |
| 20100275250 | Devadoss et al. | Oct 2010 | A1 |
| 20100280418 | Klose | Nov 2010 | A1 |
| 20100281364 | Sidman | Nov 2010 | A1 |
| 20100292556 | Golden | Nov 2010 | A1 |
| 20100293051 | Ramer et al. | Nov 2010 | A1 |
| 20100293221 | Sidman et al. | Nov 2010 | A1 |
| 20100299517 | Jukic et al. | Nov 2010 | A1 |
| 20100299522 | Khambete | Nov 2010 | A1 |
| 20100299763 | Marcus et al. | Nov 2010 | A1 |
| 20100304737 | Jain et al. | Dec 2010 | A1 |
| 20100313025 | Tsouri | Dec 2010 | A1 |
| 20100317420 | Hoffberg | Dec 2010 | A1 |
| 20100322213 | Liu et al. | Dec 2010 | A1 |
| 20100328077 | Stein | Dec 2010 | A1 |
| 20100328320 | Kerstna et al. | Dec 2010 | A1 |
| 20100331682 | Stein et al. | Dec 2010 | A1 |
| 20100331735 | Stein | Dec 2010 | A1 |
| 20110004513 | Hoffberg | Jan 2011 | A1 |
| 20110015993 | Ramer et al. | Jan 2011 | A1 |
| 20110015994 | Ramer et al. | Jan 2011 | A1 |
| 20110019627 | Krishnaswamy et al. | Jan 2011 | A1 |
| 20110029378 | Ramer et al. | Feb 2011 | A1 |
| 20110029387 | Ramer et al. | Feb 2011 | A1 |
| 20110040578 | Ramsey | Feb 2011 | A1 |
| 20110047062 | Kerschner et al. | Feb 2011 | A1 |
| 20110082520 | McElveen, Jr. | Apr 2011 | A1 |
| 20110106614 | Ramer et al. | May 2011 | A1 |
| 20110145076 | Ramer et al. | Jun 2011 | A1 |
| 20110145373 | Awad et al. | Jun 2011 | A1 |
| 20110145894 | Garcia Morchon et al. | Jun 2011 | A1 |
| 20110154018 | Edstrom et al. | Jun 2011 | A1 |
| 20110159902 | Ramer et al. | Jun 2011 | A1 |
| 20110167474 | Sinha et al. | Jul 2011 | A1 |
| 20110170692 | Konrad et al. | Jul 2011 | A1 |
| 20110190580 | Bennett et al. | Aug 2011 | A1 |
| 20110190581 | Bennett et al. | Aug 2011 | A1 |
| 20110190595 | Bennett et al. | Aug 2011 | A1 |
| 20110194698 | Asano et al. | Aug 2011 | A1 |
| 20110200194 | Goscha et al. | Aug 2011 | A1 |
| 20110202874 | Ramer et al. | Aug 2011 | A1 |
| 20110216674 | McDonald et al. | Sep 2011 | A1 |
| 20110217966 | McDonald et al. | Sep 2011 | A1 |
| 20110219234 | Bogner | Sep 2011 | A1 |
| 20110219419 | Reisman | Sep 2011 | A1 |
| 20110221568 | Giobbi | Sep 2011 | A1 |
| 20110230268 | Williams | Sep 2011 | A1 |
| 20110231936 | Williams et al. | Sep 2011 | A1 |
| 20110246766 | Orsini et al. | Oct 2011 | A1 |
| 20110251848 | Alameddine et al. | Oct 2011 | A1 |
| 20110251960 | Holla et al. | Oct 2011 | A1 |
| 20110258046 | Ramer et al. | Oct 2011 | A1 |
| 20110273287 | LaLonde et al. | Nov 2011 | A1 |
| 20110273568 | Lagassey | Nov 2011 | A1 |
| 20110275393 | Ramer et al. | Nov 2011 | A1 |
| 20110276673 | Piazza et al. | Nov 2011 | A1 |
| 20110277028 | Piazza et al. | Nov 2011 | A1 |
| 20110289308 | Sobko et al. | Nov 2011 | A1 |
| 20110289314 | Whitcomb | Nov 2011 | A1 |
| 20110302408 | McDermott et al. | Dec 2011 | A1 |
| 20110307710 | McGuire et al. | Dec 2011 | A1 |
| 20110312310 | Ramer et al. | Dec 2011 | A1 |
| 20110313862 | Ramer et al. | Dec 2011 | A1 |
| 20110320264 | Ramer et al. | Dec 2011 | A1 |
| 20110320265 | Ramer et al. | Dec 2011 | A1 |
| 20110320266 | Ramer et al. | Dec 2011 | A1 |
| 20110320267 | Ramer et al. | Dec 2011 | A1 |
| 20110320268 | Ramer et al. | Dec 2011 | A1 |
| 20110320269 | Ramer et al. | Dec 2011 | A1 |
| 20110320270 | Ramer et al. | Dec 2011 | A1 |
| 20110320271 | Ramer et al. | Dec 2011 | A1 |
| 20110320279 | Ramer et al. | Dec 2011 | A1 |
| 20110320280 | Ramer et al. | Dec 2011 | A1 |
| 20110320281 | Ramer et al. | Dec 2011 | A1 |
| 20110320282 | Ramer et al. | Dec 2011 | A1 |
| 20110321127 | Pitroda et al. | Dec 2011 | A1 |
| 20120004984 | Ramer et al. | Jan 2012 | A1 |
| 20120004985 | Ramer et al. | Jan 2012 | A1 |
| 20120004986 | Ramer et al. | Jan 2012 | A1 |
| 20120004987 | Ramer et al. | Jan 2012 | A1 |
| 20120004988 | Ramer et al. | Jan 2012 | A1 |
| 20120004989 | Ramer et al. | Jan 2012 | A1 |
| 20120004990 | Ramer et al. | Jan 2012 | A1 |
| 20120004991 | Ramer et al. | Jan 2012 | A1 |
| 20120004992 | Ramer et al. | Jan 2012 | A1 |
| 20120004993 | Ramer et al. | Jan 2012 | A1 |
| 20120004994 | Ramer et al. | Jan 2012 | A1 |
| 20120004995 | Ramer et al. | Jan 2012 | A1 |
| 20120004996 | Ramer et al. | Jan 2012 | A1 |
| 20120004997 | Ramer et al. | Jan 2012 | A1 |
| 20120004998 | Ramer et al. | Jan 2012 | A1 |
| 20120004999 | Ramer et al. | Jan 2012 | A1 |
| 20120005000 | Ramer et al. | Jan 2012 | A1 |
| 20120005001 | Ramer et al. | Jan 2012 | A1 |
| 20120005002 | Ramer et al. | Jan 2012 | A1 |
| 20120005003 | Ramer et al. | Jan 2012 | A1 |
| 20120005004 | Ramer et al. | Jan 2012 | A1 |
| 20120005005 | Ramer et al. | Jan 2012 | A1 |
| 20120005006 | Ramer et al. | Jan 2012 | A1 |
| 20120005007 | Ramer et al. | Jan 2012 | A1 |
| 20120005008 | Ramer et al. | Jan 2012 | A1 |
| 20120005009 | Ramer et al. | Jan 2012 | A1 |
| 20120005010 | Ramer et al. | Jan 2012 | A1 |
| 20120005011 | Ramer et al. | Jan 2012 | A1 |
| 20120005012 | Ramer et al. | Jan 2012 | A1 |
| 20120005013 | Ramer et al. | Jan 2012 | A1 |
| 20120005014 | Ramer et al. | Jan 2012 | A1 |
| 20120005020 | Ramer et al. | Jan 2012 | A1 |
| 20120005077 | Pitroda et al. | Jan 2012 | A1 |
| 20120005078 | Pitroda et al. | Jan 2012 | A1 |
| 20120005079 | Pitroda et al. | Jan 2012 | A1 |
| 20120005080 | Pitroda et al. | Jan 2012 | A1 |
| 20120005081 | Pitroda et al. | Jan 2012 | A1 |
| 20120005082 | Pitroda et al. | Jan 2012 | A1 |
| 20120005083 | Pitroda et al. | Jan 2012 | A1 |
| 20120005084 | Pitroda et al. | Jan 2012 | A1 |
| 20120005085 | Pitroda et al. | Jan 2012 | A1 |
| 20120005086 | Pitroda et al. | Jan 2012 | A1 |
| 20120005087 | Pitroda et al. | Jan 2012 | A1 |
| 20120005088 | Pitroda et al. | Jan 2012 | A1 |
| 20120005089 | Pitroda et al. | Jan 2012 | A1 |
| 20120005090 | Pitroda et al. | Jan 2012 | A1 |
| 20120005091 | Pitroda et al. | Jan 2012 | A1 |
| 20120005092 | Pitroda et al. | Jan 2012 | A1 |
| 20120005725 | Pitroda et al. | Jan 2012 | A1 |
| 20120005726 | Pitroda et al. | Jan 2012 | A1 |
| 20120010945 | Ramer et al. | Jan 2012 | A1 |
| 20120010946 | Ramer et al. | Jan 2012 | A1 |
| 20120010947 | Ramer et al. | Jan 2012 | A1 |
| 20120010948 | Ramer et al. | Jan 2012 | A1 |
| 20120010949 | Ramer et al. | Jan 2012 | A1 |
| 20120010950 | Ramer et al. | Jan 2012 | A1 |
| 20120010951 | Ramer et al. | Jan 2012 | A1 |
| 20120010952 | Ramer et al. | Jan 2012 | A1 |
| 20120010953 | Ramer et al. | Jan 2012 | A1 |
| 20120010954 | Ramer et al. | Jan 2012 | A1 |
| 20120010955 | Ramer et al. | Jan 2012 | A1 |
| 20120010956 | Ramer et al. | Jan 2012 | A1 |
| 20120010957 | Ramer et al. | Jan 2012 | A1 |
| 20120010958 | Ramer et al. | Jan 2012 | A1 |
| 20120010959 | Ramer et al. | Jan 2012 | A1 |
| 20120010960 | Ramer et al. | Jan 2012 | A1 |
| 20120010961 | Ramer et al. | Jan 2012 | A1 |
| 20120010962 | Ramer et al. | Jan 2012 | A1 |
| 20120010963 | Ramer et al. | Jan 2012 | A1 |
| 20120010964 | Ramer et al. | Jan 2012 | A1 |
| 20120010965 | Ramer et al. | Jan 2012 | A1 |
| 20120010966 | Ramer et al. | Jan 2012 | A1 |
| 20120010967 | Ramer et al. | Jan 2012 | A1 |
| 20120010968 | Ramer et al. | Jan 2012 | A1 |
| 20120010969 | Ramer et al. | Jan 2012 | A1 |
| 20120010970 | Ramer et al. | Jan 2012 | A1 |
| 20120010971 | Ramer et al. | Jan 2012 | A1 |
| 20120010972 | Ramer et al. | Jan 2012 | A1 |
| 20120010973 | Ramer et al. | Jan 2012 | A1 |
| 20120010974 | Ramer et al. | Jan 2012 | A1 |
| 20120010975 | Ramer et al. | Jan 2012 | A1 |
| 20120010976 | Ramer et al. | Jan 2012 | A1 |
| 20120010977 | Ramer et al. | Jan 2012 | A1 |
| 20120010978 | Ramer et al. | Jan 2012 | A1 |
| 20120010979 | Ramer et al. | Jan 2012 | A1 |
| 20120011058 | Pitroda et al. | Jan 2012 | A1 |
| 20120011253 | Friedman et al. | Jan 2012 | A1 |
| 20120015644 | Danford et al. | Jan 2012 | A1 |
| 20120016925 | Brown et al. | Jan 2012 | A1 |
| 20120027001 | Krishnaswamy et al. | Feb 2012 | A1 |
| 20120030470 | Jdanov et al. | Feb 2012 | A1 |
| 20120032945 | Dare et al. | Feb 2012 | A1 |
| 20120036010 | Ramer et al. | Feb 2012 | A1 |
| 20120036220 | Dare et al. | Feb 2012 | A1 |
| 20120036245 | Dare et al. | Feb 2012 | A1 |
| 20120036440 | Dare et al. | Feb 2012 | A1 |
| 20120036442 | Dare et al. | Feb 2012 | A1 |
| 20120036552 | Dare et al. | Feb 2012 | A1 |
| 20120041819 | Ramer et al. | Feb 2012 | A1 |
| 20120054848 | Salowey et al. | Mar 2012 | A1 |
| 20120059711 | Ramer et al. | Mar 2012 | A1 |
| 20120059718 | Ramer et al. | Mar 2012 | A1 |
| 20120066057 | Ramer et al. | Mar 2012 | A1 |
| 20120066065 | Switzer | Mar 2012 | A1 |
| 20120066198 | Ramer et al. | Mar 2012 | A1 |
| 20120066199 | Ramer et al. | Mar 2012 | A1 |
| 20120069131 | Abelow | Mar 2012 | A1 |
| 20120084544 | Farina et al. | Apr 2012 | A1 |
| 20120084545 | Farina et al. | Apr 2012 | A1 |
| 20120084562 | Farina et al. | Apr 2012 | A1 |
| 20120084566 | Chin et al. | Apr 2012 | A1 |
| 20120084838 | Inforzato et al. | Apr 2012 | A1 |
| 20120086345 | Tran | Apr 2012 | A1 |
| 20120087319 | Raleigh et al. | Apr 2012 | A1 |
| 20120088470 | Raleigh | Apr 2012 | A1 |
| 20120089699 | Cholas | Apr 2012 | A1 |
| 20120089845 | Raleigh | Apr 2012 | A1 |
| 20120094769 | Nguyen et al. | Apr 2012 | A1 |
| 20120095352 | Tran | Apr 2012 | A1 |
| 20120095357 | Tran | Apr 2012 | A1 |
| 20120095393 | Reinke et al. | Apr 2012 | A1 |
| 20120096513 | Raleigh et al. | Apr 2012 | A1 |
| 20120096524 | Kovalan | Apr 2012 | A1 |
| 20120101831 | Pitroda et al. | Apr 2012 | A1 |
| 20120101832 | Pitroda et al. | Apr 2012 | A1 |
| 20120101833 | Pitroda et al. | Apr 2012 | A1 |
| 20120101834 | Pitroda et al. | Apr 2012 | A1 |
| 20120101835 | Pitroda et al. | Apr 2012 | A1 |
| 20120101836 | Pitroda et al. | Apr 2012 | A1 |
| 20120102143 | Mandre | Apr 2012 | A1 |
| 20120105199 | Sanders | May 2012 | A1 |
| 20120105201 | Sanders | May 2012 | A1 |
| 20120105214 | Sanders | May 2012 | A1 |
| 20120109667 | Pitroda et al. | May 2012 | A1 |
| 20120109668 | Pitroda et al. | May 2012 | A1 |
| 20120109669 | Pitroda et al. | May 2012 | A1 |
| 20120109670 | Pitroda et al. | May 2012 | A1 |
| 20120109671 | Pitroda et al. | May 2012 | A1 |
| 20120109672 | Pitroda et al. | May 2012 | A1 |
| 20120109673 | Pitroda et al. | May 2012 | A1 |
| 20120109674 | Pitroda et al. | May 2012 | A1 |
| 20120109851 | Sanders | May 2012 | A1 |
| 20120110602 | Sanders | May 2012 | A1 |
| 20120112531 | Kesler et al. | May 2012 | A1 |
| 20120116790 | Pitroda et al. | May 2012 | A1 |
| 20120116959 | Pitroda et al. | May 2012 | A1 |
| 20120118947 | Lyons et al. | May 2012 | A1 |
| 20120122528 | Lyons et al. | May 2012 | A1 |
| 20120122529 | Lyons | May 2012 | A1 |
| 20120122558 | Lyons et al. | May 2012 | A1 |
| 20120129503 | Lindeman et al. | May 2012 | A1 |
| 20120130811 | Ramer et al. | May 2012 | A1 |
| 20120130812 | Ramer et al. | May 2012 | A1 |
| 20120131685 | Broch et al. | May 2012 | A1 |
| 20120134291 | Raleigh | May 2012 | A1 |
| 20120150629 | Ramer et al. | Jun 2012 | A1 |
| 20120158607 | Burns et al. | Jun 2012 | A1 |
| 20120159147 | Ando | Jun 2012 | A1 |
| 20120159438 | Plate | Jun 2012 | A1 |
| 20120159578 | Chawla et al. | Jun 2012 | A1 |
| 20120169468 | Butler et al. | Jul 2012 | A1 |
| 20120169469 | Butler et al. | Jul 2012 | A1 |
| 20120169474 | Butler et al. | Jul 2012 | A1 |
| 20120182123 | Butler et al. | Jul 2012 | A1 |
| 20120185390 | Palnitkar et al. | Jul 2012 | A1 |
| 20120190386 | Anderson | Jul 2012 | A1 |
| 20120191860 | Traversat et al. | Jul 2012 | A1 |
| 20120192249 | Raleigh | Jul 2012 | A1 |
| 20120195206 | Raleigh | Aug 2012 | A1 |
| 20120195222 | Raleigh | Aug 2012 | A1 |
| 20120195223 | Raleigh | Aug 2012 | A1 |
| 20120196565 | Raleigh | Aug 2012 | A1 |
| 20120197709 | Kendall et al. | Aug 2012 | A1 |
| 20120197724 | Kendall | Aug 2012 | A1 |
| 20120197792 | Raleigh | Aug 2012 | A1 |
| 20120201133 | Raleigh | Aug 2012 | A1 |
| 20120203677 | Raleigh | Aug 2012 | A1 |
| 20120204245 | Ting et al. | Aug 2012 | A1 |
| 20120206243 | Butler et al. | Aug 2012 | A1 |
| 20120208496 | Raleigh | Aug 2012 | A1 |
| 20120209750 | Raleigh | Aug 2012 | A1 |
| 20120210130 | Buer et al. | Aug 2012 | A1 |
| 20120210391 | Raleigh | Aug 2012 | A1 |
| 20120210401 | Pepin et al. | Aug 2012 | A1 |
| 20120212596 | Mathur | Aug 2012 | A1 |
| 20120214441 | Raleigh | Aug 2012 | A1 |
| 20120215831 | Urbach | Aug 2012 | A1 |
| 20120216225 | Britt | Aug 2012 | A1 |
| 20120222123 | Williams et al. | Aug 2012 | A1 |
| 20120232367 | Allegri et al. | Sep 2012 | A1 |
| 20120232945 | Tong | Sep 2012 | A1 |
| 20120232970 | Kara | Sep 2012 | A1 |
| 20120233679 | Shedrinsky | Sep 2012 | A1 |
| 20120235503 | Kesler et al. | Sep 2012 | A1 |
| 20120238255 | Ramer et al. | Sep 2012 | A1 |
| 20120240183 | Sinha | Sep 2012 | A1 |
| 20120240196 | Bhagwat et al. | Sep 2012 | A1 |
| 20120240236 | Wyatt et al. | Sep 2012 | A1 |
| 20120242501 | Tran et al. | Sep 2012 | A1 |
| 20120245438 | Bernini et al. | Sep 2012 | A1 |
| 20120245464 | Tran | Sep 2012 | A1 |
| 20120253847 | Dell'Anno et al. | Oct 2012 | A1 |
| 20120254401 | Adams et al. | Oct 2012 | A1 |
| 20120254474 | Brown et al. | Oct 2012 | A1 |
| 20120259978 | Petersen et al. | Oct 2012 | A1 |
| 20120259981 | Lewinski et al. | Oct 2012 | A1 |
| 20120261479 | Moore et al. | Oct 2012 | A1 |
| 20120266221 | Castelluccia et al. | Oct 2012 | A1 |
| 20120266251 | Birtwhistle et al. | Oct 2012 | A1 |
| 20120271380 | Roberts et al. | Oct 2012 | A1 |
| 20120277543 | Homchowdhury et al. | Nov 2012 | A1 |
| 20120278101 | Homchowdhury et al. | Nov 2012 | A1 |
| 20120284416 | Li et al. | Nov 2012 | A1 |
| 20120293324 | Rao et al. | Nov 2012 | A1 |
| 20120294195 | Raleigh | Nov 2012 | A1 |
| 20120297464 | Busch et al. | Nov 2012 | A1 |
| 20120319823 | Butler et al. | Dec 2012 | A1 |
| 20120323717 | Kirsch | Dec 2012 | A1 |
| 20120323786 | Kirsch | Dec 2012 | A1 |
| 20120324067 | Hari et al. | Dec 2012 | A1 |
| 20120324242 | Kirsch | Dec 2012 | A1 |
| 20120324562 | Bansal et al. | Dec 2012 | A1 |
| 20120330109 | Tran | Dec 2012 | A1 |
| 20120330829 | Raleigh | Dec 2012 | A1 |
| 20130003613 | Raleigh | Jan 2013 | A1 |
| 20130005299 | Raleigh | Jan 2013 | A1 |
| 20130005322 | Raleigh | Jan 2013 | A1 |
| 20130006729 | Raleigh | Jan 2013 | A1 |
| 20130006780 | Raleigh | Jan 2013 | A1 |
| 20130007837 | King | Jan 2013 | A1 |
| 20130010945 | McDonald et al. | Jan 2013 | A1 |
| 20130012178 | Ramer et al. | Jan 2013 | A1 |
| 20130014263 | Porcello et al. | Jan 2013 | A1 |
| 20130016636 | Berger et al. | Jan 2013 | A1 |
| 20130024254 | Libenson et al. | Jan 2013 | A1 |
| 20130024257 | Libenson et al. | Jan 2013 | A1 |
| 20130024262 | Libenson et al. | Jan 2013 | A1 |
| 20130024267 | Libenson et al. | Jan 2013 | A1 |
| 20130024364 | Shrivastava et al. | Jan 2013 | A1 |
| 20130024371 | Hariramani et al. | Jan 2013 | A1 |
| 20130024381 | Dala et al. | Jan 2013 | A1 |
| 20130024382 | Dala et al. | Jan 2013 | A1 |
| 20130031201 | Kagan et al. | Jan 2013 | A1 |
| 20130034230 | Takahashi | Feb 2013 | A1 |
| 20130040703 | Raleigh | Feb 2013 | A1 |
| 20130042117 | Birtwhistle et al. | Feb 2013 | A1 |
| 20130045710 | Raleigh | Feb 2013 | A1 |
| 20130053657 | Ziarno et al. | Feb 2013 | A1 |
| 20130054820 | Reisman | Feb 2013 | A1 |
| 20130054962 | Chawla et al. | Feb 2013 | A1 |
| 20130055315 | Reisman | Feb 2013 | A1 |
| 20130055347 | Chawla et al. | Feb 2013 | A1 |
| 20130060703 | Dala et al. | Mar 2013 | A1 |
| 20130061264 | Reisman | Mar 2013 | A1 |
| 20130061273 | Reisman | Mar 2013 | A1 |
| 20130065551 | Raleigh et al. | Mar 2013 | A1 |
| 20130066723 | Ramer et al. | Mar 2013 | A1 |
| 20130066784 | Dala et al. | Mar 2013 | A1 |
| 20130067023 | Joy et al. | Mar 2013 | A1 |
| 20130067526 | Reisman | Mar 2013 | A1 |
| 20130069780 | Tran et al. | Mar 2013 | A1 |
| 20130072770 | Rao et al. | Mar 2013 | A1 |
| 20130072807 | Tran | Mar 2013 | A1 |
| 20130090938 | Fishman et al. | Apr 2013 | A1 |
| 20130095459 | Tran | Apr 2013 | A1 |
| 20130097086 | Dala et al. | Apr 2013 | A1 |
| 20130102963 | Marsh et al. | Apr 2013 | A1 |
| 20130108046 | Andersen | May 2013 | A1 |
| 20130109412 | Nguyen et al. | May 2013 | A1 |
| 20130110008 | Bourget et al. | May 2013 | A1 |
| 20130132109 | Mruthyunjaya et al. | May 2013 | A1 |
| 20130147622 | LaLonde et al. | Jun 2013 | A1 |
| 20130154851 | Gaskill et al. | Jun 2013 | A1 |
| 20130159021 | Felsher | Jun 2013 | A1 |
| 20130169432 | Ozgul et al. | Jul 2013 | A1 |
| 20130172691 | Tran | Jul 2013 | A1 |
| 20130176115 | Puleston et al. | Jul 2013 | A1 |
| 20130178718 | Tran et al. | Jul 2013 | A1 |
| 20130197322 | Tran | Aug 2013 | A1 |
| 20130198245 | Kagan et al. | Aug 2013 | A1 |
| 20130204450 | Kagan et al. | Aug 2013 | A1 |
| 20130205022 | Kagan et al. | Aug 2013 | A1 |
| 20130227288 | Konrad et al. | Aug 2013 | A1 |
| 20130231574 | Tran | Sep 2013 | A1 |
| 20130231711 | Kaib | Sep 2013 | A1 |
| 20130247194 | Jha et al. | Sep 2013 | A1 |
| 20130288656 | Schultz et al. | Oct 2013 | A1 |
| 20130297973 | Hyland et al. | Nov 2013 | A1 |
| 20130304489 | Miller | Nov 2013 | A1 |
| 20130310896 | Mass | Nov 2013 | A1 |
| 20130343584 | Bennett et al. | Dec 2013 | A1 |
| 20130346108 | Kamen et al. | Dec 2013 | A1 |
| 20140025321 | Spanier | Jan 2014 | A1 |
| 20140055284 | Tran et al. | Feb 2014 | A1 |
| 20140062718 | LaLonde et al. | Mar 2014 | A1 |
| 20140081665 | Holmes | Mar 2014 | A1 |
| 20140085104 | Rao et al. | Mar 2014 | A1 |
| 20140088434 | Roth | Mar 2014 | A1 |
| 20140088436 | Roth | Mar 2014 | A1 |
| 20140112367 | Roth | Apr 2014 | A1 |
| 20140113553 | Brukalo et al. | Apr 2014 | A1 |
| 20140114600 | Roth | Apr 2014 | A1 |
| 20140121476 | Tran et al. | May 2014 | A1 |
| 20140129338 | Nguyen et al. | May 2014 | A1 |
| 20140153719 | Kalpin et al. | Jun 2014 | A1 |
| 20140162563 | Mastrototaro | Jun 2014 | A1 |
| 20140171856 | McLaughlin et al. | Jun 2014 | A1 |
| 20140180140 | Alpert | Jun 2014 | A1 |
| 20140181949 | Hunter | Jun 2014 | A1 |
| 20140185805 | Andersen | Jul 2014 | A1 |
| 20140187177 | Sridhara et al. | Jul 2014 | A1 |
| 20140194702 | Tran | Jul 2014 | A1 |
| 20140195922 | Kovalan | Jul 2014 | A1 |
| 20140200477 | Andersen | Jul 2014 | A1 |
| 20140203915 | Puleston et al. | Jul 2014 | A1 |
| 20140207486 | Carty et al. | Jul 2014 | A1 |
| 20140221959 | Gray et al. | Aug 2014 | A1 |
| 20140222684 | Felsher | Aug 2014 | A1 |
| 20140228904 | Rao et al. | Aug 2014 | A1 |
| 20140245384 | Shieh et al. | Aug 2014 | A1 |
| 20140249429 | Tran | Sep 2014 | A1 |
| 20140249844 | Liberty et al. | Sep 2014 | A1 |
| 20140266787 | Tran | Sep 2014 | A1 |
| 20140273824 | Fenner et al. | Sep 2014 | A1 |
| 20140276571 | Ludolph | Sep 2014 | A1 |
| 20140281484 | Kurkowski et al. | Sep 2014 | A1 |
| 20140288947 | Simpson et al. | Sep 2014 | A1 |
| 20140288952 | Smith et al. | Sep 2014 | A1 |
| 20140292490 | Butler et al. | Oct 2014 | A1 |
| 20140297642 | Lum et al. | Oct 2014 | A1 |
| 20140298022 | Proennecke et al. | Oct 2014 | A1 |
| 20150006905 | Avanzi | Jan 2015 | A1 |
| 20150026767 | Sweet et al. | Jan 2015 | A1 |
| 20150045022 | Prechner et al. | Feb 2015 | A1 |
| 20150045055 | Prechner et al. | Feb 2015 | A1 |
| 20150046183 | Cireddu | Feb 2015 | A1 |
| 20150058619 | Sweet et al. | Feb 2015 | A1 |
| 20150061840 | Butler et al. | Mar 2015 | A1 |
| 20150066538 | Dantsker et al. | Mar 2015 | A1 |
| 20150069831 | Kesler et al. | Mar 2015 | A1 |
| 20150088334 | Bowers et al. | Mar 2015 | A1 |
| 20150088550 | Bowers et al. | Mar 2015 | A1 |
| 20150089590 | Krishnan et al. | Mar 2015 | A1 |
| 20150094111 | Kim et al. | Apr 2015 | A1 |
| 20150099941 | Tran | Apr 2015 | A1 |
| 20150100890 | Kosmiskas et al. | Apr 2015 | A1 |
| 20150105631 | Tran et al. | Apr 2015 | A1 |
| 20150117408 | Kedalagudde et al. | Apr 2015 | A1 |
| 20150117645 | Carlson et al. | Apr 2015 | A1 |
| 20150125832 | Tran | May 2015 | A1 |
| 20150129666 | Butler et al. | May 2015 | A1 |
| 20150130593 | Mats et al. | May 2015 | A1 |
| 20150135338 | Moskal | May 2015 | A1 |
| 20150138089 | Angerbauer et al. | May 2015 | A1 |
| 20150142462 | Vaidya et al. | May 2015 | A1 |
| 20150143356 | Charlton et al. | May 2015 | A1 |
| 20150148697 | Burnes et al. | May 2015 | A1 |
| 20150149096 | Soykan | May 2015 | A1 |
| 20150164323 | Holtzclaw | Jun 2015 | A1 |
| 20150164372 | Navab et al. | Jun 2015 | A1 |
| 20150180920 | Hunter | Jun 2015 | A1 |
| 20150206408 | LaLonde et al. | Jul 2015 | A1 |
| 20150207622 | Andersen | Jul 2015 | A1 |
| 20150207626 | Neftel et al. | Jul 2015 | A1 |
| 20150211941 | Roth | Jul 2015 | A1 |
| 20150250393 | Tran | Sep 2015 | A1 |
| 20150263907 | Negishi | Sep 2015 | A1 |
| 20150269825 | Tran | Sep 2015 | A1 |
| 20150302234 | Mats et al. | Oct 2015 | A1 |
| 20150304403 | Kovalan | Oct 2015 | A1 |
| 20150310203 | Shieh et al. | Oct 2015 | A1 |
| 20150310228 | Benz et al. | Oct 2015 | A1 |
| 20150324681 | Mats et al. | Nov 2015 | A1 |
| 20150341785 | Young et al. | Nov 2015 | A1 |
| 20150343144 | Altschul et al. | Dec 2015 | A1 |
| 20150347682 | Chen et al. | Dec 2015 | A1 |
| 20150356104 | Kagan et al. | Dec 2015 | A9 |
| 20150356255 | Simpson et al. | Dec 2015 | A1 |
| 20150356264 | Bernini et al. | Dec 2015 | A1 |
| 20150359467 | Tran | Dec 2015 | A1 |
| 20170272255 | Larson | Sep 2017 | A1 |
| Entry |
|---|
| Oyvind Borthus and Tomas Mikael Engh, “Privacy protection in a mobile Biomedical Information Collection Service”, (Master's Thesis), Agder University College, Grimstad Norway (May 2005). |
| Ross, David Andrew. “Securing IEEE 802.11 wireless LANs.” (2010). Ph.D. Thesis Queensland University (2010). |
| Fischer, Martin. “Enhancing the ReMoteCare prototype by adding an SNMP proxy and video surveillance.” (2008). University of Techn., Sydney. |
| Pankakoski, Veikko. “Experimental design for a next generation residential gateway.” (2010). M.S. Thesis Aalto University (2010). |
| Number | Date | Country | |
|---|---|---|---|
| 20230198782 A1 | Jun 2023 | US |
| Number | Date | Country | |
|---|---|---|---|
| 61799720 | Mar 2013 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 17099756 | Nov 2020 | US |
| Child | 18110366 | US | |
| Parent | 16422175 | May 2019 | US |
| Child | 17099756 | US | |
| Parent | 18110366 | US | |
| Child | 17099756 | US | |
| Parent | 15948667 | Apr 2018 | US |
| Child | 18110366 | US | |
| Parent | 15948667 | Apr 2018 | US |
| Child | 16422175 | US | |
| Parent | 14968336 | Dec 2015 | US |
| Child | 15948667 | US | |
| Parent | 14214077 | Mar 2014 | US |
| Child | 14968336 | US |
