None.
Not Applicable.
RuBee™ is a registered trademark of Visible Assets, Inc. of the United States. Other names used herein may be registered trademarks, trademarks or product names of Visible Assets, Inc. or other companies.
The invention disclosed broadly relates to the field of portable devices and more particularly relates to the field of securing portable devices such as flash drives or portable memory of various types, including laptop computers and hard drives.
Portable devices such as the ubiquitous flash drives have become commonplace in today's fast-paced culture, replacing their aging floppy disk ancestors. Their ease of use and large storage capacity, combined with their small size and price, make them an ideal tool for retrieving and transporting data from one system to another. Many of these portable devices are also known as USB (universal serial bus) drives because they have a USB plug for connecting with a USB port on a personal computer, laptop, or personal digital assistant. Referring to
Unfortunately, this convenience has created problems due to the ease with which data from a flash drive can become lost or fall into the wrong hands. Many organizations have sought to curb these security risks by adopting policies regarding the use of flash drives. Although these security policies were seen as a step in the right direction, their impotence was brought to light in October of 2006 when a contract employee at Los Alamos National Laboratory took home a flash drive containing classified government information, in violation of lab policy. Also in 2006, stolen U.S. military flash drives containing data about military operations and soldiers were discovered at an Afghan street market in Bagram, Afghanistan.
These and other reports of flash drive security risks have driven some organizations to ban their use altogether. Information technology (IT) managers disable the USB ports on the company computers so that the flash drives cannot be connected. This may seem too extreme for some organizations, so another solution was developed—biometric flash drives which authenticate the user of the flash drive through biometrics. A biometric is any specific and uniquely identifiable physical human characteristic. Biometric flash drives operate by employing a fingerprint scanner on the surface of the drive. The user must swipe his finger over the scanner to gain access to the device.
These flash drives adequately address the problem of restricting access to one person, but they have drawbacks. Firstly, they are much more expensive than regular flash drives and this presents a problem to customers accustomed to buying quantities of cheap flash drives for different uses. Secondly, the biometric device does not prevent the removal of data from a secured location, such as a government building. There is nothing to stop someone from purchasing a biometric flash drive, configuring it to only accept that person's fingerprint, and then steal data just as in the Los Alamos scenario.
Therefore, there is a need for a secure portable storage device to overcome the aforementioned shortcomings of the known art.
Briefly, according to an embodiment of the present invention, a portable storage device includes: a secure data storage section; a program storage section which includes a security program operatively connected to the secure data section, wherein the security program is operable to selectively enable and disable access to the secure data storage section; a device antenna operable at a low radio frequency not exceeding one megahertz; a transceiver operatively connected to the device antenna, the transceiver operable to receive radio signals at the low radio frequency and generate data signals at the said low radio frequency, in response thereto; a microprocessor operatively coupled with the transceiver and the program storage section, the microprocessor configured for controlling operation of the program storage section and to cause the transceiver to emit an identification signal; and a connector for enabling an electrical connection between the portable device and another device.
The portable device is also configured to be operable at a low radio frequency of 300 kilohertz, and in some instances, as low as 150 kilohertz. The portable device may further include an identification storage section, an energy source, and a squib device.
According to an embodiment of the present invention, a method for monitoring and securing data in a portable storage device within a protected region includes steps or acts of: configuring a signal generating system within the protected region. The signal generating system includes at least one field antenna and a base station operable to generate a low frequency radio signal not exceeding one megahertz. An additional step is to configure the portable device with a low frequency transceiver, an antenna operable at said low frequency, and a security program for secure use within the protected region.
Further, the method proceeds with steps of: monitoring the portable storage device within the protected region; enabling user access to the data in the portable storage device when the portable device is within the protected region; and restricting user access to the data in the portable storage device when the portable devices leaves the protected region.
To describe the foregoing and other exemplary purposes, aspects, and advantages, we use the following detailed description of an exemplary embodiment of the invention with reference to the drawings, in which:
a is a flow chart of a method for securing data, according to an embodiment of the present invention;
b is a flow chart of an alternate method for securing data, according to an embodiment of the present invention;
a shows placement of an antenna, according to an embodiment of the present invention;
b shows another placement of an antenna, according to an embodiment of the present invention;
While the invention as claimed can be modified into alternative forms, specific embodiments thereof are shown by way of example in the drawings and will herein be described in detail. It should be understood, however, that the drawings and detailed description thereto are not intended to limit the invention to the particular form disclosed, but on the contrary, the intention is to cover all modifications, equivalents and alternatives falling within the scope of the present invention.
A solution to the problem of unauthorized removal of a portable device from a secure region is discussed with reference to the figures. According to an embodiment of the present invention, a portable device is configured using the RuBee IEEE P1902.1 “RuBee Standard for Long Wavelength Network Protocol” to safeguard data located within a protected area of the portable device. This protected area may be a flash memory data storage integrated circuit. There are many reasons why a user of the portable device or an administrator in an office where the portable device is used may need to have a certain region of the device protected from unauthorized access. For example, the data in the protected region of the device may be of a personal nature, or it may be subject to strict confidentiality and audit trail protocols, such as data in a medical file. The latter reason is most commonly found in governmental offices, the healthcare industry, the military and corporations that do business with the government, hospitals, and/or the military.
The device as will be described herein can be configured as part of a network and can be operable to receive and transmit signals to/from other portable devices within the network. See “Networked Ear Tags for Tracking Animals,” application Ser. No. 11/735,959, filed on Apr. 16, 2007. See also “Two-Tiered Networked Identification Cards,” Application Ser. No. 60/889,902, filed on Feb. 14, 2007.
The method for securing a portable device as will be described herein enables the protection/tracking/control of portable devices within a secured network, using low frequencies. A secured network is any building, classified site or other region wherein the portable devices may be securely used. The protection/tracking/control capabilities within the secured network are not hampered by any surrounding metal, water and masonry which can interfere with reliable transmissions at high frequencies. To understand how the security features are enabled, we discuss the RuBee™ long wavelength network protocol.
RuBee™ Tag Technology.
Radio tags communicate via magnetic (inductive communication) or electric radio communication to a base station or reader, or to another radio tag. A RuBee™ radio tag works through water and other bodily fluids, and near steel, with an eight to fifteen foot range, a five to ten-year battery life, and three million reads/writes. It operates at 132 Khz and is a full on-demand peer-to-peer, radiating transceiver.
RuBee™ is a bidirectional, on-demand, peer-to-peer transceiver protocol operating at wavelengths below 450 Khz (low frequency). A transceiver is a radiating radio tag that actively receives digital data and actively transmits data by providing power to an antenna. A transceiver may be active or passive.
Low frequency (LF), active radiating transceiver tags are especially useful for visibility and for tracking both inanimate and animate objects with large area loop antennas over other more expensive active radiating transponder high frequency (HF)/ultra high frequency (UHF) tags. These LF tags function well in harsh environments, near water and steel, and may have full two-way digital communications protocol, digital static memory and optional processing ability, sensors with memory, and ranges of up to 100 feet. The active radiating transceiver tags can be far less costly than other active transceiver tags (many under one US dollar), and often less costly than passive back-scattered transponder RFID tags, especially those that require memory and make use of an EEPROM. With an optional on-board crystal, these low frequency radiating transceiver tags also provide a high level of security by providing a date-time stamp, making full AES (Advanced Encryption Standard) encryption and one-time pad ciphers possible.
One of the advantages of the RuBee™ tags is that they can receive and transmit well through water and near steel. This is because RuBee™ operates at a low frequency. Low frequency radio tags are immune to nulls often found near steel and liquids, as in high frequency and ultra high-frequency tags. This makes them ideally suited for use with firearms made of steel. Fluids have also posed significant problems for current tags. The RuBee™ tag works well through water. In fact, tests have shown that the RuBee™ tags work well even when fully submerged in water. This is not true for any frequency above 1 MHz. Radio signals in the 13.56 MHz range have losses of over 50% in signal strength as a result of water, and anything over 30 MHz have losses of 99%.
Another advantage is that RuBee™ tags can be networked. One tag is operable to send and receive radio signals from another tag within the network or to a reader. The reader itself is operable to receive signals from all of the tags within the network. These networks operate at long-wavelengths and accommodate low-cost radio tags at ranges to 100 feet. The standard, IEEE P1902.1™, “RuBee Standard for Long Wavelength Network Protocol”, allows for networks encompassing thousands of radio tags operating below 450 KHz.
The inductive mode of the RuBee™ tag uses low frequencies, 3-30 kHz VLF or the Myriametric frequency range, 30-300 kHz LF in the Kilometric range, with some in the 300-3000 kHz MF or Hectometric range (usually under 450 kHz). Since the wavelength is so long at these low frequencies, over 99% of the radiated energy is magnetic, as opposed to a radiated electric field. Because most of the energy is magnetic, antennas are significantly (10 to 1000 times) smaller than ¼wavelength or 1/10 wavelength, which would be required to efficiently radiate an electrical field. This is the preferred mode.
As opposed to the inductive mode radiation above, the electromagnetic mode uses frequencies above 3000 kHz in the Hectometric range, typically 8-900 MHz, where the majority of the radiated energy generated or detected may come from the electric field, and a ¼ or 1/10 wavelength antenna or design is often possible and utilized. The majority of radiated and detected energy is an electric field.
RuBee™ tags are also programmable, unlike RFID tags. The RuBee™ tags may be programmed with additional data and processing capabilities to allow them to respond to sensor-detected events and to other tags within a network.
RuBee-Configured Portable Device.
Referring now in specific detail to the drawings, and particularly
Secure Data Storage Section 250. This component is for storing any data that a user would wish to protect. For example, the secure data section 250 of the device 200 may be a non-volatile storage device such as a flash drive, or an EEPROM (electrically erasable programmable read-only memory); however, any data storage that a user may wish to protect may be considered a secure data section 250.
Device antenna 260. The antenna 260 is a small omni-directional loop antenna with an approximate range of eight to fifteen feet. It is preferably a thin wire wrapped many times around the inside edge of the device housing. A reader or monitor may be placed anywhere within that range in order to read signals transmitted from the device 200.
RuBee™ transceiver 270. The transceiver 270 is operatively connected to the antenna 260 and the microcontroller 280. It may be created on a custom integrated circuit using four micron CMOS (complementary metal-oxide semiconductor) technology. This custom transceiver 270 is designed to communicate (transmit and receive radio signals) through the omni-directional loop antenna 260. All communications take place at very low frequencies (e.g. under 300 kHz). By using very low frequencies the range of the device 200 is somewhat limited; however power consumption is also greatly reduced. Thus, the receiver 270 may be on at all times and hundreds of thousands of communication transactions can take place, while maintaining a life of many years (up to 15 years) for the battery 210. The range of the transceiver 270 can be augmented by the use of field antennas.
A microprocessor or microcontroller 280 controls the operation of the security program 290, controlling the entire operation of the secure data section 250 based on the security program stored in the program storage. The microprocessor 280 may be a standard original equipment manufacture (OEM) microprocessor. The microprocessor 280 controls the flow of data to and from the protected section 250 as allowed by the security program 290. In a standard USB drive, the microcontroller receives flash memory access requests directly through the USB connector 211. By implementing the security program 290 and changing the configuration of the device 200 so that the microcontroller 280 is not operatively connected to the USB connector 211, we provide a novel layer of security between the microcontroller 280 and the USB connector 211. This layer of security is reflected in
A security program 290 is operatively connected to the USB connector 211, the flash drive 250, and the microcontroller 280. The security program 290 contains program code instructions to provide security for the flash drive 250. The security program 290 is also enabled for performing program storage checks and updates on the header block information of the flash memory, and transmitting device descriptor information and interface descriptor information for loading a UFI driver to the host computer, and a UFI processing block for generating predetermined UFI response packets. A UFI driver is a protocol adopted for use by USB storage devices. The program code instructions may be customized by a user in order to perform functions including, but not limited to: 1) allow a user to read/write data to the flash drive 250; 2) prevent a user from reading/writing to the flash drive 250; 3) enable the USB connection; 4) disable the USB connection; 5) provide identification data when requested.
The security program 290 may be embodied as program code instructions embedded in a control program commonly found in most portable devices, or it may be a separate application. The security program 290 may be embodied as software only, hardware, or firmware. The security program 290 may be embodied as an application specific integrated circuit (ASIC). There may be more than one security program 290 to handle different security measures. For example, one security program is strictly for disabling the device and one security program monitors access requests.
In another embodiment, the security program 290 may be stored in the microcontroller 280, as software, hardware and/or firmware, as shown in
The energy source 210 may be a battery (e.g., battery, solar cell, induction coil/rectifier) operable to energize the transceiver 270 and the microcontroller 280. The battery 210 shown in
A connector 211 is any connector providing electrical contact between two devices for the transmission of data. In
Optional Components.
An optional identification storage element 295 may be included within the security program 290 or operatively connected to the program 290 as shown in
This identifier is required when communicating within the network of portable devices and in particular so that devices can communicate with each other with some degree of certainty that they are communicating with a trusted device. The transceiver 270 is operable to wirelessly transmit the identification code to a requesting entity such as a monitoring station.
A timing device 275 is used to activate the transceiver 270 at selected time intervals to detect a presence of low frequency radio signals. The timing device 275 may also be used by the transceiver 270 to emit low frequency radio signals at predetermined time intervals.
A squib device 285 is shown in
Protected Region.
In one embodiment, the device 200 is fully operable when used within a protected region such as a building which is provided with a signal generating system operable to generate a low frequency radio signal not exceeding 1 megahertz throughout substantially the entirety of said protected region by radiating said low frequency radio signal from at least one field antenna which is driven by a base station. See
Referring to
Also shown is a signal generating system that includes field antennas 320 and 325. These field antennas are in communication with base stations 340 and 345. The base stations 340 and 345 generate a low frequency radio signal (less than one megahertz) throughout the entire protected region 300. The protected devices can respond to these signals by emitting radio signals less than 300 megahertz. The number of base stations and field antennas can be increased or decreased depending on the amount of area to protect. The example of
The base station 340, or router, is a custom RuBee™ router. RuBee™ routers are designed to read data from multiple antennas at a low frequency. The base station 340 may be configured with a built-in GPS unit, two USB ports, a serial port and high-speed Ethernet connection for communication with a central data processor or monitoring station 380. This configuration has the added benefit that not only does it track and protect the portable devices, but it can enable the data stored in the portable devices 3a, 3b, 3c, and 3d to be accessed remotely via a web-enabled computer 380. At any point in time, data stored in any of the portable devices within the network can be accessed real-time through a web browser. One with knowledge in the art can understand that the data may also be encrypted and/or password-protected so that only authorized users may access the data through the web browser. The data can be protected by assigning a personal identification number (PIN) so that only those users with the PIN can access the data. Alternatively, the data may be encrypted with Advanced Encryption Standard (AES) encryption. Only authorized personnel would have the key to decrypt the data.
The field antennas 320 and 325 which are shown placed around the perimeter of an interior office in
Method Embodiments.
Referring to
Step 420 sets up at least one base station and at least one field antenna in a region to be protected. Any area surrounded by a field antenna is considered a protected region. The field antenna may be a loop antenna placed horizontally on the ground, on the ceiling, or around shelving or other structures. The field antenna may also be placed vertically, perhaps along a column or a room divider.
In step 430, the portable device 3a receives wireless signals through its antenna 270 from base station 340. The base station 340 may continually radiate interrogation signals followed by a listening interval. In another mode the base station 340 radiates interrogation signals intermittently, in burst mode. The signals may be requesting identification information 295 from the portable device 3a. The device 3a receives an interrogation signal which it has been preprogrammed to accept. The device 3a responds to the interrogation signal with a preprogrammed response. The response may simply be an acknowledgment signal or some identifying information.
In step 440 devices within range of the interrogation signal respond to the interrogation signal. If the signals from the portable devices are found to be acceptable, then nothing occurs and the process loops back to step 430. If, however, the base station 340 receives an incorrect response or no response at all from any of the portable devices, then in step 450 the base station transmits a signal to a monitoring station 380. The monitoring station 380 may then disable any access to the flash drive of the non-responding portable device in step 460. Note that step 450 is an optional step. The station 380 may be programmed to immediately cause the device 200 to be disabled if no response is received, or if the correct response is not received, bypassing the step of notifying the monitoring station 380.
The flash drive 250 may be disabled remotely and wirelessly by activating a squib 285 sensitive to electromagnetic signals, as discussed earlier. The squib 285 destroys the stored data when activated. Therefore, any removal of the device 200 from a protected area 300 causes the device 200 to become useless.
Referring now to
The transmission may be timed using the timing device 275. This signal is picked up by the base station 340. The base station 340 is programmed to expect the beacon signal at certain intervals. The base station 340 also has a timer synchronized with the timer 275 of the device 200.
In step 494 if the pre-determined period of time has elapsed and no signal has been received from the device 200, then in step 495 the base station 340 will notify the monitoring station 380 to disable the device 200. In step 496 the device is disabled. Just as in
The beacon signal can provide identifying information for the portable device. Using directional antennas and a GPS system, the specific location of the device 200 can be computed. This information may be sent to the monitoring station 295 or to a security system where it is stored.
In either of the embodiments shown in
The choice of radio frequencies for transmitting and receiving in the secure region is important. A low RF frequency such as 150 kHz can be used for the interrogation signal at the base stations to prevent interference from metals and liquids which may be present in the protected region. Operating at such a low frequency allows for transmission of signals in harsh environments. The device 200 may use the lower frequency (150 kHz) to emit signals to the field antennas or to other devices.
Referring now to
At this point, in optional step 850, an audio/visual system located within the portal may be prompted to deliver a warning to the person carrying the portable device. The warning may be in the form of an audio alert, such as “Warning! Leaving restricted area” or a text display, flashing light, or any other attention-getting presentation. If the portable device 200 continues to exit the protected region, access to its secure data storage section 250 is disabled in step 860. The device 200 itself may emit a warning signal when within range of the portal. The device 200 may be programmed to emit a warning signal when attempting to download material in area where access is restricted or if the device 200 is removed from the monitored area 300.
Disabling the data storage section 250 may involve firing a squib 275 or actively deleting the files in the memory device by an instruction from the microprocessor 280.
There are many circumstances where it may be practical to restrict access to the secure data region without destroying the data. One way to do this is to restrict access to the data by requiring the user to provide a security code. The security code can then be changed without the user's knowledge if the device 200 leaves the protected region 300. Another way to do this is to periodically update the security code and transmit it to the portable device 200 only if the portable device 200 answers an interrogation signal.
Another way to restrict data access without destroying the data is easily done by using a conventional encryption/decryption method. Referring again to
A standard visibility portal configured to read signals emitted from the portable device is shown in
The portal 1100 may be configured such that it detects the proximity of a portable device 200 and emits a warning signal. The portal 1100 may optionally contain an input/output device 1420 such as a display screen, or an audio device. The warning signal may be picked up by a monitoring station which would then take action. Alternatively, the portal itself may act as a monitoring station and take whatever action is necessary, such as broadcasting a warning message that a portable device 200 is about to leave the secure area. The monitoring station or the portal could also transmit a signal to cause access to the data in the portable device to be disabled. The step of issuing a warning signal may be bypassed and instead, data access may be instantly disabled once the portable device passes through the portal. This may be accomplished by transmitting or failing to transmit an instruction to set (or re-set) a flag in the processor that permits the device to remain functional. The portal may be a unipolar portal, as shown and discussed in “Firearm Visibility Network,” U.S. Application Ser. No. 60/913,656.
Alternatively, the device 200 may contain a separate battery 212 as shown in
You will recall that an optional ID section 295 of the portable device contains data identifying the device, the user of the device, and/or the organization that owns the device. Data from this ID section 295 could be read by the portal 1100. In this manner information about the device 200 and/or the individual carrying the device 200 could be transmitted to a monitoring station and/or remote computer.
Referring now to the flow chart of
Therefore, while there have been described what are presently considered to be the preferred embodiments, it will understood by those skilled in the art that other modifications can be made within the spirit of the invention. The above descriptions of embodiments are not intended to be exhaustive or limiting in scope. The embodiments, as described, were chosen in order to explain the principles of the invention, show its practical application, and enable those with ordinary skill in the art to understand how to make and use the invention. It should be understood that the invention is not limited to the embodiments described above, but rather should be interpreted within the full meaning and scope of the appended claims.
This application is a continuation-in-part of U.S. application Ser. No. 11/633,751, filed Dec. 4, 2006, which is in turn a continuation-in-part of U.S. application Ser. No. 11/162,907, “RF Tags for Tracking and Locating Travel Bags,” filed Sep. 28, 2005 now U.S. Pat. No. 7,626,505. This application also claims priority from U.S. application Ser. No. 11/462,844, “Networked RF Tag for Tracking Baggage,” filed on Aug. 7, 2006.
Number | Name | Date | Kind |
---|---|---|---|
4190830 | Bell | Feb 1980 | A |
4750197 | Denekamp et al. | Jun 1988 | A |
4782341 | Gray | Nov 1988 | A |
4792796 | Bradshaw et al. | Dec 1988 | A |
4821291 | Stevens et al. | Apr 1989 | A |
4879756 | Stevens et al. | Nov 1989 | A |
4937586 | Stevens et al. | Jun 1990 | A |
4961028 | Tanaka | Oct 1990 | A |
5177432 | Waterhouse et al. | Jan 1993 | A |
5245534 | Waterhouse et al. | Sep 1993 | A |
5260694 | Remahl | Nov 1993 | A |
5374815 | Waterhouse et al. | Dec 1994 | A |
5517188 | Carroll et al. | May 1996 | A |
5519381 | Marsh et al. | May 1996 | A |
5532465 | Waterhouse et al. | Jul 1996 | A |
5898370 | Reymond | Apr 1999 | A |
5920287 | Belcher et al. | Jul 1999 | A |
5920576 | Eaton et al. | Jul 1999 | A |
5969595 | Schipper et al. | Oct 1999 | A |
6027027 | Smithgall | Feb 2000 | A |
6127917 | Tuttle | Oct 2000 | A |
6127976 | Boyd et al. | Oct 2000 | A |
6164551 | Altwasser | Dec 2000 | A |
6195006 | Bowers et al. | Feb 2001 | B1 |
6208235 | Trontelj | Mar 2001 | B1 |
6222452 | Ahlstrom et al. | Apr 2001 | B1 |
6236911 | Kruger | May 2001 | B1 |
6280544 | Fox et al. | Aug 2001 | B1 |
6294997 | Paratore et al. | Sep 2001 | B1 |
6318636 | Reynolds et al. | Nov 2001 | B1 |
6320509 | Brady et al. | Nov 2001 | B1 |
6329944 | Richardson et al. | Dec 2001 | B1 |
6335688 | Sweatte | Jan 2002 | B1 |
6354493 | Mon | Mar 2002 | B1 |
6377203 | Doany | Apr 2002 | B1 |
6452340 | Morrissey, Jr. et al. | Sep 2002 | B1 |
6496806 | Horwitz et al. | Dec 2002 | B1 |
6512478 | Chien | Jan 2003 | B1 |
6624752 | Klitsgaard et al. | Sep 2003 | B2 |
6662078 | Hardgrave et al. | Dec 2003 | B1 |
6696954 | Chung | Feb 2004 | B2 |
6720883 | Kuhr et al. | Apr 2004 | B2 |
6724308 | Nicholson | Apr 2004 | B2 |
6745027 | Twitchell et al. | Jun 2004 | B2 |
6785739 | Tutt et al. | Aug 2004 | B1 |
6927687 | Carrender | Aug 2005 | B2 |
7023338 | Foth | Apr 2006 | B1 |
7028861 | Sayers et al. | Apr 2006 | B2 |
7049963 | Waterhouse et al. | May 2006 | B2 |
7193515 | Roberts et al. | Mar 2007 | B1 |
7242301 | August et al. | Jul 2007 | B2 |
7327250 | Harvey | Feb 2008 | B2 |
20010048361 | Mays et al. | Dec 2001 | A1 |
20020003493 | Durst et al. | Jan 2002 | A1 |
20020041235 | Van Horn et al. | Apr 2002 | A1 |
20020084904 | De La Huerga | Jul 2002 | A1 |
20030055689 | Block et al. | Mar 2003 | A1 |
20040053641 | Leung et al. | Mar 2004 | A1 |
20040066366 | Jung et al. | Apr 2004 | A1 |
20040069849 | Stevens et al. | Apr 2004 | A1 |
20040134620 | Soeborg | Jul 2004 | A1 |
20040149822 | Stevens et al. | Aug 2004 | A1 |
20040205350 | Waterhouse et al. | Oct 2004 | A1 |
20040217866 | Copeland et al. | Nov 2004 | A1 |
20050029345 | Waterhouse et al. | Feb 2005 | A1 |
20050043850 | Stevens et al. | Feb 2005 | A1 |
20050043886 | Stevens et al. | Feb 2005 | A1 |
20050083213 | Stevens et al. | Apr 2005 | A1 |
20050086983 | Stevens et al. | Apr 2005 | A1 |
20050099309 | Hum et al. | May 2005 | A1 |
20050121659 | Tanaka et al. | Jun 2005 | A1 |
20050149226 | Stevens et al. | Jul 2005 | A1 |
20050205817 | Marcichow et al. | Sep 2005 | A1 |
20050251330 | Waterhouse et al. | Nov 2005 | A1 |
20060124662 | Reynolds et al. | Jun 2006 | A1 |
20060128023 | Waterhouse et al. | Jun 2006 | A1 |
20060164232 | Waterhouse et al. | Jul 2006 | A1 |
20060232417 | August et al. | Oct 2006 | A1 |
20090313689 | Nystrom et al. | Dec 2009 | A1 |
Number | Date | Country |
---|---|---|
9608760 | Mar 1996 | WO |
02071382 | Sep 2002 | WO |
2006035401 | Apr 2006 | WO |
Entry |
---|
B. Liblit, A. Aiken, A.X. Zheng, and M.I. Jordan, “Bug Isolation Via Remote Program Sampling,” in ACM SIGPLAN PLDI 2003. |
Depauw et al., “Drive-By Analysis of Running Programs,” 23rd International Conference on Software Engineering, ICSE 2001. |
Arnold et al. in “On-line Profiling and Feedback Directed Optimization of Java,” Rutgers University, 2002. |
Arnold and Sweeney, “Approximating the Calling Context Tree Via Sampling,” Technical report, IBM Research, 2000. |
Lindsay, Jeffrey et al. “Cascading RFID Tags”, Dec. 23, 2003, pp. 1-10, West Henrietta, NY. |
Number | Date | Country | |
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Parent | 11633751 | Dec 2006 | US |
Child | 11754261 | US | |
Parent | 11162907 | Sep 2005 | US |
Child | 11633751 | US |