Embodiments relate to techniques for session management. More particularly, embodiments relate to techniques for providing secure session management and logging.
Traditional techniques for secure session management commonly use cookies (HTTP cookies, web cookies, Internet cookies, browser cookies) and/or other types of data stored on the client side. In general, a cookie is data that is maintained on a computer running a browser to access a web site for consistent accesses. For example, cookies can be utilized for authentication purposes to streamline the process of accessing secure resources via a web site. However, malware can be utilized to steal a session via copying or sealing the authentication cookie. Thus, use of cookies currently does not provide a completely secure web experience.
Embodiments of the invention are illustrated by way of example, and not by way of limitation, in the figures of the accompanying drawings in which like reference numerals refer to similar elements.
In the following description, numerous specific details are set forth. However, embodiments of the invention may be practiced without these specific details. In other instances, well-known structures and techniques have not been shown in detail in order not to obscure the understanding of this description.
As discussed above, malware can be utilized to copy a cookie and/or steal a session using cookie information and the session can then be hijacked by an unauthorized user from their own computer. Cookie theft via malware is just one example of a strategy by which an unauthorized party can hijack a session. Described herein are techniques to prevent various types of unauthorized behavior.
In various embodiments, session restrictions can be applied to prevent unauthorized access as the result of stolen cookie information. In one embodiment, source Internet Protocol (IP) address locations are applied. In one embodiment this is enabled via the administrator level. In one embodiment, administrators can have direct control over session restrictions. Described herein is a security infrastructure that supports three security levels (e.g., low, medium, high); however, any number of security levels can be supported.
In various embodiments, a machine identifier (machine ID) can be utilized to make security decisions. In one embodiment, a machine ID is a unique reference to an operating environment to uniquely reference a user based on multiple attributes, for example, browser, operating system, IP address, user name. Any combination of attributes that can allow unique identification can be used.
In one embodiment, the following security levels can be supported. No security provides logging for users with session or machine ID changes (excluding mobile devices). Low security provides the feature of “No Security” in addition to email notifications for users with session IDs used on more than one IP address (excluding mobile devices) or if the machine ID changes. Medium Security provides the features of “Low Security” and “No Security” in addition to denying access from foreign IP addresses (excluding mobile devices) or if the machine ID changes. High Security provides the features of all other levels except mobile devices require approval to be allowed access. In other embodiments, different security level features can be supported.
In various embodiments, mobile devices are treated differently than non-mobile devices because IP addresses for mobile devices can change frequently. Other attributes (e.g., browser, screen resolution, operating system) can be used to determine a machine ID for a mobile device.
Secure resource environment 150 can be any type of environment that provides secure resources. For example, secure resource environment 150 can be an on-demand services environment, a multitenant database environment, a financial web page, a human resources database, etc. Various embodiments for on-demand services environment (including multitenancy) are described in greater detail below.
In one embodiment, secure resource environment 150 can include logging/security agent 160, which can function to provide the logging and/or security functionality described herein. In alternate embodiments, logging/security agent 160 can be external to secure resource environment 150, for example, logging/security agent 160 can function as a gateway to secure resource environment 150. In other alternate embodiments, the logging and security functionality can be provided by different entities.
Client devices 120 and 125 represent a broad range of electronic devices that can access secure resource environment 150 via network 110. Client devices 120 and 125 can be, for example, desktop computing systems, laptop computing systems, tablets, smartphones, wearable computing devices, etc. In various embodiments, mobile devices (e.g., smartphones, tablets, wearables) may be treated differently than non-mobile devices (e.g., desktops, kiosks).
In one embodiment, the logging functionality of logging/security agent 160 can operate to capture any new machines or IP addresses used per user throughout their access. In one embodiment, this is a post login feature, meaning that a user may login from new IP addresses each time, but this feature only captures when the initial IP changes throughout their login life. In one embodiment, the data captured is the username, original IP address, new IP address/addresses if applicable, original machine ID, new machine ID, time(s) of change.
In response to changes in the relevant attributes, logging/security agent 160 can take action including, for example, notification and/or access denial. In one embodiment, email (or other) notification provides a means of informing/alerting users who would be interested in this issue. The text can be dependent on if the notification directed to the user or “security admin” user and also depend on the security level. In one embodiment, if the request came from a mobile device no email notification occurs (unless high security is active).
In one embodiment, access denial can result from detected changes in the relevant attributes. In one embodiment, access denial is based on monitoring the initial machine ID and/or IP address and denying any new requests from the session that have different machine IDs or IP addresses. In one embodiment, the access is rejected as if the session was invalid.
In association with starting a session, device attributes to uniquely identify the electronic device used to start the session is captured, 210. In one embodiment, a user name (or email address) and password are used to authentication a user to start a session, which can have an associated cookie on the device used by the user. In one embodiment, this information is referred to as a machine identifier (ID), which can be any set of attributes that can be used to uniquely identify the electronic device used to start the session. The machine ID can be based on, for example, browser type and/or version, operating system type and/or version, IP address, user name, hardware address, and/or device serial number. Other and/or different attributes can also be used.
In one embodiment, this capturing is not performed for mobile devices. In alternate embodiments, the attributes monitored for mobile devices can be different than the attributes monitored for non-mobile devices.
In one embodiment, a session may be assigned a default security level. For example, all sessions can be set to low security unless changed by an administrator (or by the user). Default settings can also be managed on a per-tenant (in a multitenant system) or a per-server basis (e.g., some servers can be higher security than others). As another example, default settings can be managed on a per-pod or per-instance basis (e.g., some pods/instances can be higher security than others).
The session is monitored during subsequent accesses for changes to the machine ID (or any selected attributes), 220. In one embodiment, for each access to the secured environment (or one or more selected secure resources), the relevant attributes are monitored and logged. This logging can occur whether or not there is a change in any of the attributes.
During subsequent activity, if there is no change in the machine ID, 220, the session is allowed to continue, 240. However, if, during subsequent activity, there is a change to the machine ID, 220, a notification is generated and/or access is denied, 250. The notification type and/or recipient can be dependent on the security level of the session. For example, in one embodiment, a notification is sent to an authorized/verified email address for a low security session. This allows the authorized user to take action, if necessary.
For example, an email message having links corresponding to whether the user considers the activity authorized or not. The message can provide one or more of the attributes being monitored (e.g., location, IP address, operating system type) so that the user can determine whether the access in question is from his/her computer or from another device. The user can then take action (e.g., allow the access or terminate the session) based on that information.
In a higher security session (e.g., medium security) the information can be provided to one or more system administrators, who can allow or terminate the session. This can be used, for example, to terminate a session by an authorized user who is accessing the secure resource through an unknown/unsecured network.
In some embodiments, some or all access can be denied based on changes to the machine ID. For example, if an operating system change is detected and/or a location changes by more than a pre-selected amount in a pre-selected time, the session can be terminated. In some embodiments, subsequent sessions may require further verification in response to certain attribute changes. These few examples are intended to be general examples and not a limiting list of the attributes and/or responses that can be supported.
In one embodiment, logging/security agent 300 includes one or more applications 312, which represent code sequence and/or programs that provide instructions to control logic 310. Applications can provide various functional components of logging/security agent 300.
Logging/security agent 300 includes memory 314, which represents a memory device and/or access to a memory resource for storing data and/or instructions. Memory 314 may include memory local to logging/security agent 300, as well as, or alternatively, including memory of the host system on which logging/security agent 300 resides.
In one embodiment, logging/security agent 300 also includes one or more interfaces 316, which represent access interfaces to/from (an input/output interface) logging/security agent 300 with regard to entities (electronic or human) external to logging/security agent 300. Interface(s) 316 can include, for example, the various APIs utilized to perform the functionality described above and/or the user interface discussed above. Other and/or different and/or additional interfaces can also be provided.
Logging/security agent 300 also includes logging/security engine 320, which includes one or more functions or modules that enable logging/security agent 300 to provide the records management services as described above. The example of
Attribute monitor 330 functions to gather and/or monitor the selected attributes of the device used to access the secure environment/resource(s). In one embodiment, attribute monitor 330 gathers machine ID information before access is granted to the secure environment/resource(s) as part of a session. In other embodiments, the monitoring can be an ongoing operation during the session, for example, every five minutes, etc. As discussed above, different attributes can be monitored for different types of electronic devices.
Session manager 340 functions to manage sessions between one or more remote devices (e.g., desktop computer system, tablet, wearable device) and the secure environment. Session manager 340 may, for example, manage cookies or other data to be stored on the remote device so that a session can be continued for a period of time. Session manager 340 can communicate with attribute monitor 330 to provide session management operations as described herein.
Session log(s) 370 represent a memory or storage device that can be used to store session information, attribute information and/or other information that can be used to provide the session management operations as described herein. For example, attribute monitor 330 may store machine ID and/or other attribute information within session log(s) 370. Session manager may read, store and/or update session log information within session log(s) 370.
Notification module 350 can function to send notifications to one or more recipients in response to, for example, changes in machine ID during a session. Notification module 350 can cause one or more electronic mail messages to be sent, one or more text messages to be sent, one or more pop up windows to be triggered, etc. The recipients can include, for example, an authorized user, a user's manager, a group leader, a system administrator, etc.
Security module 360 functions to perform security actions in response to changes in machine ID. For example, depending on the security level and/or the type of change in machine ID, security module 360 can terminate a session. As another example, security module 360 can cause access to be partially restricted. In one embodiment, security module 360 can operate with notification module 350 to perform security operations. For example, security module 360 can terminate a session in response to input from a user that was prompted by an electronic mail message.
Environment 410 is an environment in which an on-demand database service exists. User system 412 may be any machine or system that is used by a user to access a database user system. For example, any of user systems 412 can be a handheld computing device, a mobile phone, a laptop computer, a work station, and/or a network of computing devices. As illustrated in herein
An on-demand database service, such as system 416, is a database system that is made available to outside users that do not need to necessarily be concerned with building and/or maintaining the database system, but instead may be available for their use when the users need the database system (e.g., on the demand of the users). Some on-demand database services may store information from one or more tenants stored into tables of a common database image to form a multi-tenant database system (MTS). Accordingly, “on-demand database service 416” and “system 416” will be used interchangeably herein. A database image may include one or more database objects. A relational database management system (RDMS) or the equivalent may execute storage and retrieval of information against the database object(s). Application platform 418 may be a framework that allows the applications of system 416 to run, such as the hardware and/or software, e.g., the operating system. In an embodiment, on-demand database service 416 may include an application platform 418 that enables creation, managing and executing one or more applications developed by the provider of the on-demand database service, users accessing the on-demand database service via user systems 412, or third party application developers accessing the on-demand database service via user systems 412.
The users of user systems 412 may differ in their respective capacities, and the capacity of a particular user system 412 might be entirely determined by permissions (permission levels) for the current user. For example, where a salesperson is using a particular user system 412 to interact with system 416, that user system has the capacities allotted to that salesperson. However, while an administrator is using that user system to interact with system 416, that user system has the capacities allotted to that administrator. In systems with a hierarchical role model, users at one permission level may have access to applications, data, and database information accessible by a lower permission level user, but may not have access to certain applications, database information, and data accessible by a user at a higher permission level. Thus, different users will have different capabilities with regard to accessing and modifying application and database information, depending on a user's security or permission level.
Network 414 is any network or combination of networks of devices that communicate with one another. For example, network 414 can be any one or any combination of a LAN (local area network), WAN (wide area network), telephone network, wireless network, point-to-point network, star network, token ring network, hub network, or other appropriate configuration. As the most common type of computer network in current use is a TCP/IP (Transfer Control Protocol and Internet Protocol) network, such as the global internetwork of networks often referred to as the “Internet” with a capital “I,” that network will be used in many of the examples herein. However, it should be understood that the networks that one or more implementations might use are not so limited, although TCP/IP is a frequently implemented protocol.
User systems 412 might communicate with system 416 using TCP/IP and, at a higher network level, use other common Internet protocols to communicate, such as HTTP, FTP, AFS, WAP, etc. In an example where HTTP is used, user system 412 might include an HTTP client commonly referred to as a “browser” for sending and receiving HTTP messages to and from an HTTP server at system 416. Such an HTTP server might be implemented as the sole network interface between system 416 and network 414, but other techniques might be used as well or instead. In some implementations, the interface between system 416 and network 414 includes load sharing functionality, such as round-robin HTTP request distributors to balance loads and distribute incoming HTTP requests evenly over a plurality of servers. At least as for the users that are accessing that server, each of the plurality of servers has access to the MTS' data; however, other alternative configurations may be used instead.
In one embodiment, system 416, shown in
One arrangement for elements of system 416 is shown in
Several elements in the system shown in
According to one embodiment, each user system 412 and all of its components are operator configurable using applications, such as a browser, including computer code run using a central processing unit such as an Intel Core series processor or the like. Similarly, system 416 (and additional instances of an MTS, where more than one is present) and all of their components might be operator configurable using application(s) including computer code to run using a central processing unit such as processor system 417, which may include an Intel Core series processor or the like, and/or multiple processor units. A computer program product embodiment includes a machine-readable storage medium (media) having instructions stored thereon/in which can be used to program a computer to perform any of the processes of the embodiments described herein. Computer code for operating and configuring system 416 to intercommunicate and to process webpages, applications and other data and media content as described herein are preferably downloaded and stored on a hard disk, but the entire program code, or portions thereof, may also be stored in any other volatile or non-volatile memory medium or device as is well known, such as a ROM or RAM, or provided on any media capable of storing program code, such as any type of rotating media including floppy disks, optical discs, digital versatile disk (DVD), compact disk (CD), microdrive, and magneto-optical disks, and magnetic or optical cards, nanosystems (including molecular memory ICs), or any type of media or device suitable for storing instructions and/or data. Additionally, the entire program code, or portions thereof, may be transmitted and downloaded from a software source over a transmission medium, e.g., over the Internet, or from another server, as is well known, or transmitted over any other conventional network connection as is well known (e.g., extranet, VPN, LAN, etc.) using any communication medium and protocols (e.g., TCP/IP, HTTP, HTTPS, Ethernet, etc.) as are well known. It will also be appreciated that computer code for implementing embodiments can be implemented in any programming language that can be executed on a client system and/or server or server system such as, for example, C, C++, HTML, any other markup language, Java™, JavaScript, ActiveX, any other scripting language, such as VBScript, and many other programming languages as are well known may be used. (Java™ is a trademark of Sun Microsystems, Inc.).
According to one embodiment, each system 416 is configured to provide webpages, forms, applications, data and media content to user (client) systems 412 to support the access by user systems 412 as tenants of system 416. As such, system 416 provides security mechanisms to keep each tenant's data separate unless the data is shared. If more than one MTS is used, they may be located in close proximity to one another (e.g., in a server farm located in a single building or campus), or they may be distributed at locations remote from one another (e.g., one or more servers located in city A and one or more servers located in city B). As used herein, each MTS could include one or more logically and/or physically connected servers distributed locally or across one or more geographic locations. Additionally, the term “server” is meant to include a computer system, including processing hardware and process space(s), and an associated storage system and database application (e.g., OODBMS or RDBMS) as is well known in the art. It should also be understood that “server system” and “server” are often used interchangeably herein. Similarly, the database object described herein can be implemented as single databases, a distributed database, a collection of distributed databases, a database with redundant online or offline backups or other redundancies, etc., and might include a distributed database or storage network and associated processing intelligence.
User system 412, network 414, system 416, tenant data storage 422, and system data storage 424 were discussed above in
Application platform 418 includes an application setup mechanism 538 that supports application developers' creation and management of applications, which may be saved as metadata into tenant data storage 422 by save routines 536 for execution by subscribers as one or more tenant process spaces 504 managed by tenant management process 510 for example. Invocations to such applications may be coded using PL/SOQL 534 that provides a programming language style interface extension to API 532. A detailed description of some PL/SOQL language embodiments is discussed in commonly owned U.S. Pat. No. 7,730,478 entitled, “Method and System for Allowing Access to Developed Applicants via a Multi-Tenant Database On-Demand Database Service”, issued Jun. 1, 2010 to Craig Weissman, which is incorporated in its entirety herein for all purposes. Invocations to applications may be detected by one or more system processes, which manage retrieving application metadata 516 for the subscriber making the invocation and executing the metadata as an application in a virtual machine.
Each application server 500 may be communicably coupled to database systems, e.g., having access to system data 425 and tenant data 423, via a different network connection. For example, one application server 5001 might be coupled via the network 414 (e.g., the Internet), another application server 500N-1 might be coupled via a direct network link, and another application server 500N might be coupled by yet a different network connection. Transfer Control Protocol and Internet Protocol (TCP/IP) are typical protocols for communicating between application servers 500 and the database system. However, it will be apparent to one skilled in the art that other transport protocols may be used to optimize the system depending on the network interconnect used.
In certain embodiments, each application server 500 is configured to handle requests for any user associated with any organization that is a tenant. Because it is desirable to be able to add and remove application servers from the server pool at any time for any reason, there is preferably no server affinity for a user and/or organization to a specific application server 500. In one embodiment, therefore, an interface system implementing a load balancing function (e.g., an F5 BIG-IP load balancer) is communicably coupled between the application servers 500 and the user systems 412 to distribute requests to the application servers 500. In one embodiment, the load balancer uses a least connections algorithm to route user requests to the application servers 500. Other examples of load balancing algorithms, such as round robin and observed response time, also can be used. For example, in certain embodiments, three consecutive requests from the same user could hit three different application servers 500, and three requests from different users could hit the same application server 500. In this manner, system 416 is multi-tenant, wherein system 416 handles storage of, and access to, different objects, data and applications across disparate users and organizations.
As an example of storage, one tenant might be a company that employs a sales force where each salesperson uses system 416 to manage their sales process. Thus, a user might maintain contact data, leads data, customer follow-up data, performance data, goals and progress data, etc., all applicable to that user's personal sales process (e.g., in tenant data storage 422). In an example of a MTS arrangement, since all of the data and the applications to access, view, modify, report, transmit, calculate, etc., can be maintained and accessed by a user system having nothing more than network access, the user can manage his or her sales efforts and cycles from any of many different user systems. For example, if a salesperson is visiting a customer and the customer has Internet access in their lobby, the salesperson can obtain critical updates as to that customer while waiting for the customer to arrive in the lobby.
While each user's data might be separate from other users' data regardless of the employers of each user, some data might be organization-wide data shared or accessible by a plurality of users or all of the users for a given organization that is a tenant. Thus, there might be some data structures managed by system 416 that are allocated at the tenant level while other data structures might be managed at the user level. Because an MTS might support multiple tenants including possible competitors, the MTS should have security protocols that keep data, applications, and application use separate. Also, because many tenants may opt for access to an MTS rather than maintain their own system, redundancy, up-time, and backup are additional functions that may be implemented in the MTS. In addition to user-specific data and tenant specific data, system 416 might also maintain system level data usable by multiple tenants or other data. Such system level data might include industry reports, news, postings, and the like that are sharable among tenants.
In certain embodiments, user systems 412 (which may be client systems) communicate with application servers 500 to request and update system-level and tenant-level data from system 416 that may require sending one or more queries to tenant data storage 422 and/or system data storage 424. System 416 (e.g., an application server 500 in system 416) automatically generates one or more SQL statements (e.g., one or more SQL queries) that are designed to access the desired information. System data storage 424 may generate query plans to access the requested data from the database.
Each database can generally be viewed as a collection of objects, such as a set of logical tables, containing data fitted into predefined categories. A “table” is one representation of a data object, and may be used herein to simplify the conceptual description of objects and custom objects. It should be understood that “table” and “object” may be used interchangeably herein. Each table generally contains one or more data categories logically arranged as columns or fields in a viewable schema. Each row or record of a table contains an instance of data for each category defined by the fields. For example, a CRM database may include a table that describes a customer with fields for basic contact information such as name, address, phone number, fax number, etc. Another table might describe a purchase order, including fields for information such as customer, product, sale price, date, etc. In some multi-tenant database systems, standard entity tables might be provided for use by all tenants. For CRM database applications, such standard entities might include tables for Account, Contact, Lead, and Opportunity data, each containing pre-defined fields. It should be understood that the word “entity” may also be used interchangeably herein with “object” and “table”.
In some multi-tenant database systems, tenants may be allowed to create and store custom objects, or they may be allowed to customize standard entities or objects, for example by creating custom fields for standard objects, including custom index fields. U.S. patent application Ser. No. 10/817,161, filed Apr. 2, 2004, entitled “Custom Entities and Fields in a Multi-Tenant Database System”, and which is hereby incorporated herein by reference, teaches systems and methods for creating custom objects as well as customizing standard objects in a multi-tenant database system. In certain embodiments, for example, all custom entity data rows are stored in a single multi-tenant physical table, which may contain multiple logical tables per organization. It is transparent to customers that their multiple “tables” are in fact stored in one large table or that their data may be stored in the same table as the data of other customers.
Reference in the specification to “one embodiment” or “an embodiment” means that a particular feature, structure, or characteristic described in connection with the embodiment is included in at least one embodiment of the invention. The appearances of the phrase “in one embodiment” in various places in the specification are not necessarily all referring to the same embodiment.
While the invention has been described in terms of several embodiments, those skilled in the art will recognize that the invention is not limited to the embodiments described, but can be practiced with modification and alteration within the spirit and scope of the appended claims. The description is thus to be regarded as illustrative instead of limiting.
Number | Name | Date | Kind |
---|---|---|---|
5577188 | Zhu | Nov 1996 | A |
5608872 | Schwartz et al. | Mar 1997 | A |
5649104 | Carleton et al. | Jul 1997 | A |
5715450 | Ambrose et al. | Feb 1998 | A |
5761419 | Schwartz et al. | Jun 1998 | A |
5819038 | Carleton et al. | Oct 1998 | A |
5821937 | Tonelli et al. | Oct 1998 | A |
5831610 | Tonelli et al. | Nov 1998 | A |
5873096 | Lim et al. | Feb 1999 | A |
5918159 | Fomukong et al. | Jun 1999 | A |
5963953 | Cram et al. | Oct 1999 | A |
6092083 | Brodersen et al. | Jul 2000 | A |
6169534 | Raffel et al. | Jan 2001 | B1 |
6178425 | Brodersen et al. | Jan 2001 | B1 |
6189011 | Lim et al. | Feb 2001 | B1 |
6216135 | Brodersen et al. | Apr 2001 | B1 |
6233617 | Rothwein et al. | May 2001 | B1 |
6266669 | Brodersen et al. | Jul 2001 | B1 |
6295530 | Ritchie et al. | Sep 2001 | B1 |
6324568 | Diec | Nov 2001 | B1 |
6324693 | Brodersen et al. | Nov 2001 | B1 |
6336137 | Lee et al. | Jan 2002 | B1 |
D454139 | Feldcamp | Mar 2002 | S |
6367077 | Brodersen et al. | Apr 2002 | B1 |
6393605 | Loomans | May 2002 | B1 |
6405220 | Brodersen et al. | Jun 2002 | B1 |
6434550 | Warner et al. | Aug 2002 | B1 |
6446089 | Brodersen et al. | Sep 2002 | B1 |
6535909 | Rust | Mar 2003 | B1 |
6549908 | Loomans | Apr 2003 | B1 |
6553563 | Ambrose et al. | Apr 2003 | B2 |
6560461 | Fomukong et al. | May 2003 | B1 |
6574635 | Stauber et al. | Jun 2003 | B2 |
6577726 | Huang et al. | Jun 2003 | B1 |
6601087 | Zhu et al. | Jul 2003 | B1 |
6604117 | Lim et al. | Aug 2003 | B2 |
6604128 | Diec | Aug 2003 | B2 |
6609150 | Lee et al. | Aug 2003 | B2 |
6621834 | Scherpbier et al. | Sep 2003 | B1 |
6654032 | Zhu et al. | Nov 2003 | B1 |
6665648 | Brodersen et al. | Dec 2003 | B2 |
6665655 | Warner et al. | Dec 2003 | B1 |
6684438 | Brodersen et al. | Feb 2004 | B2 |
6711565 | Subramaniam et al. | Mar 2004 | B1 |
6724399 | Katchour et al. | Apr 2004 | B1 |
6728702 | Subramaniam et al. | Apr 2004 | B1 |
6728960 | Loomans | Apr 2004 | B1 |
6732095 | Warshavsky et al. | May 2004 | B1 |
6732100 | Brodersen et al. | May 2004 | B1 |
6732111 | Brodersen et al. | May 2004 | B2 |
6754681 | Brodersen et al. | Jun 2004 | B2 |
6763351 | Subramaniam et al. | Jul 2004 | B1 |
6763501 | Zhu et al. | Jul 2004 | B1 |
6768904 | Kim | Jul 2004 | B2 |
6782383 | Subramaniam et al. | Aug 2004 | B2 |
6804330 | Jones et al. | Oct 2004 | B1 |
6826565 | Ritchie et al. | Nov 2004 | B2 |
6826582 | Chatterjee et al. | Nov 2004 | B1 |
6826745 | Coker et al. | Nov 2004 | B2 |
6829655 | Huang et al. | Dec 2004 | B1 |
6842748 | Warner et al. | Jan 2005 | B1 |
6850895 | Brodersen et al. | Feb 2005 | B2 |
6850949 | Warner et al. | Feb 2005 | B2 |
7289976 | Kihneman et al. | Oct 2007 | B2 |
7340411 | Cook | Mar 2008 | B2 |
7620655 | Larsson et al. | Nov 2009 | B2 |
20010044791 | Richter et al. | Nov 2001 | A1 |
20020022986 | Coker et al. | Feb 2002 | A1 |
20020029161 | Brodersen et al. | Mar 2002 | A1 |
20020029376 | Ambrose et al. | Mar 2002 | A1 |
20020035577 | Brodersen et al. | Mar 2002 | A1 |
20020042264 | Kim | Apr 2002 | A1 |
20020042843 | Diec | Apr 2002 | A1 |
20020072951 | Lee et al. | Jun 2002 | A1 |
20020082892 | Raffel et al. | Jun 2002 | A1 |
20020129352 | Brodersen et al. | Sep 2002 | A1 |
20020140731 | Subramaniam et al. | Oct 2002 | A1 |
20020143997 | Huang et al. | Oct 2002 | A1 |
20020152102 | Brodersen et al. | Oct 2002 | A1 |
20020161734 | Stauber et al. | Oct 2002 | A1 |
20020162090 | Parnell et al. | Oct 2002 | A1 |
20020165742 | Robins | Nov 2002 | A1 |
20030004971 | Gong et al. | Jan 2003 | A1 |
20030018705 | Chen et al. | Jan 2003 | A1 |
20030018830 | Chen et al. | Jan 2003 | A1 |
20030066031 | Laane | Apr 2003 | A1 |
20030066032 | Ramachadran et al. | Apr 2003 | A1 |
20030069936 | Warner et al. | Apr 2003 | A1 |
20030070000 | Coker et al. | Apr 2003 | A1 |
20030070004 | Mukundan et al. | Apr 2003 | A1 |
20030070005 | Mukundan et al. | Apr 2003 | A1 |
20030074418 | Coker | Apr 2003 | A1 |
20030088545 | Subramaniam et al. | May 2003 | A1 |
20030120675 | Stauber et al. | Jun 2003 | A1 |
20030151633 | George et al. | Aug 2003 | A1 |
20030159136 | Huang et al. | Aug 2003 | A1 |
20030187921 | Diec | Oct 2003 | A1 |
20030189600 | Gune et al. | Oct 2003 | A1 |
20030191743 | Brodersen et al. | Oct 2003 | A1 |
20030204427 | Gune et al. | Oct 2003 | A1 |
20030206192 | Chen et al. | Nov 2003 | A1 |
20030225730 | Warner et al. | Dec 2003 | A1 |
20040001092 | Rothwein et al. | Jan 2004 | A1 |
20040010489 | Rio | Jan 2004 | A1 |
20040015981 | Coker et al. | Jan 2004 | A1 |
20040027388 | Berg et al. | Feb 2004 | A1 |
20040128001 | Levin et al. | Jul 2004 | A1 |
20040186860 | Lee et al. | Sep 2004 | A1 |
20040193510 | Catahan, Jr. et al. | Sep 2004 | A1 |
20040199489 | Barnes-Leon et al. | Oct 2004 | A1 |
20040199536 | Barnes-Leon et al. | Oct 2004 | A1 |
20040199543 | Braud et al. | Oct 2004 | A1 |
20040249854 | Barnes-Leon et al. | Dec 2004 | A1 |
20040260534 | Pak et al. | Dec 2004 | A1 |
20040260659 | Chan et al. | Dec 2004 | A1 |
20040268299 | Lei et al. | Dec 2004 | A1 |
20050038996 | Meyerson | Feb 2005 | A1 |
20050050555 | Exley et al. | Mar 2005 | A1 |
20050091098 | Brodersen et al. | Apr 2005 | A1 |
20090177744 | Marlow et al. | Jul 2009 | A1 |
20150381621 | Innes | Dec 2015 | A1 |
20160216130 | Abramson | Jul 2016 | A1 |
20170124301 | Baldwin | May 2017 | A1 |
Number | Date | Country | |
---|---|---|---|
20180152451 A1 | May 2018 | US |