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1. 发明授权

US11568136B2 Automatically constructing lexicons from unlabeled datasets 有权
公开(公告)号：US11568136B2
公开(公告)日：2023-01-31
申请号：US16849615
申请日：2020-04-15
申请人： Forcepoint, LLC
发明人： Christopher Poirel , Amanda Kinnischtzke
IPC分类号： G06F40/237 , G06N20/00 , G10L15/18 , G06F21/31 , G06F21/55
摘要： A system, method, and computer-readable medium are disclosed for performing a lexicon construction operation. The lexicon construction operation includes: identifying a corpus, the corpus comprising a plurality of training events, each of the plurality of training events comprising a term; grouping terms from the plurality of training events into topic clusters; analyzing the plurality of topic clusters, the analyzing providing a plurality of classified clusters; and, deriving a plurality of learned lexicons from the plurality of classified clusters.

2. 发明申请

US20230021936A1 Adaptive Trust Profile Reference Architecture 有权
公开(公告)号：US20230021936A1
公开(公告)日：2023-01-26
申请号：US17959378
申请日：2022-10-04
申请人： Forcepoint LLC
发明人： Richard A. Ford
IPC分类号： H04L9/40 , H04L9/32 , G06F21/55 , G06F21/60 , H04L67/306 , G06F21/57 , G06F21/62 , G06N5/04 , H04L67/50
摘要： A system, method, and computer-readable medium are disclosed for monitoring actions of an entity. In various embodiments the monitoring includes: monitoring a plurality of electronically-observable actions of the entity, the plurality of electronically-observable actions of the entity corresponding to a plurality of events enacted by the entity; associating the plurality of events enacted by the entity with a story; and, using the story to derive an inference regarding the entity.

3. 发明授权

US11562276B2 Double-layered image classification endpoint solution 有权
公开(公告)号：US11562276B2
公开(公告)日：2023-01-24
申请号：US16939487
申请日：2020-07-27
申请人： Forcepoint LLC
发明人： Gal Itach , Shai Ungar , Ran Geler , Ayval Ron , Uri Elias
IPC分类号： G06K9/00 , G06N7/00 , G06K9/62 , G06F21/62 , G06N3/08 , G06F21/36
摘要： A system for image classification is disclosed that includes a central system configured to provide high reliability image data processing and recognition and a plurality of endpoint systems, each configured to provide image data processing and recognition with a lower reliability than the central system and to generate probability data. A decision switch disposed at each of the plurality of endpoint systems is configured to receive the probability data and to determine whether to deny access, grant access or generate a referral message to the central system, wherein the referral message includes at least a set of image data generated at the endpoint system.

4. 发明授权

US11487883B2 Inferring a scenario when performing a security operation using an entity behavior catalog 有权
公开(公告)号：US11487883B2
公开(公告)日：2022-11-01
申请号：US16791461
申请日：2020-02-14
申请人： Forcepoint, LLC
发明人： Raffael Marty , Alan Ross , Nicolas Christian Fischbach , Matthew P. Moynahan , Chad Anson
IPC分类号： H04L9/40 , G06F21/57 , G06F21/55 , G06F21/56 , G06F21/62 , G06N5/04 , G06N20/00
摘要： A system, method, and computer-readable medium are disclosed for performing a security operation. The security operation includes: monitoring an entity, the monitoring observing at least one electronically-observable data source; deriving an observable based upon the monitoring of the electronically-observable data source; identifying a security related activity of the entity, the security related activity being based upon the observable derived from the electronic data source, the security related activity being of analytic utility; converting the security related activity to entity behavior catalog data, the entity behavior catalog providing an inventory of entity behaviors; accessing an entity behavior catalog based upon the entity behavior catalog data; inferring a security vulnerability scenario from the observable derived based upon the monitoring; and performing a security operation via a security system, the security operation using the security vulnerability scenario and the entity behavior catalog data stored within the entity behavior catalog based upon the security related activity.

5. 发明授权

US11481203B2 Shared pipeline for multiple services 有权
公开(公告)号：US11481203B2
公开(公告)日：2022-10-25
申请号：US16862721
申请日：2020-04-30
申请人： Forcepoint LLC
发明人： Mandar Harish Harkare , Michael Oliver O'Mahony , Robert J. O'Brien , Nicole Carin Petersen , Donal John Hurley
IPC分类号： G06F8/60 , G06F8/77
摘要： A processor-implemented method for a continuous deployment pipeline for services is disclosed that includes generating in response to a first algorithmic instruction a service identifier and parameter input process for a plurality of parameters associated with a first service, receiving a first set of parameters for the first service at the processor in response to a second algorithmic instruction, generating a third algorithmic instruction for use in providing a continuous deployment pipeline for the first service, generating in response to the first algorithmic instruction the service identifier and parameter input process for a plurality of parameters associated with a second service, receiving a second set of parameters for the second service in response to the second algorithmic instruction and modifying the third algorithmic instruction for use in providing a continuous deployment pipeline for the second service using at least a portion of the continuous deployment pipeline for the first service.

6. 发明申请

US20220222355A1 Entity Behavior Catalog Architecture 有权
公开(公告)号：US20220222355A1
公开(公告)日：2022-07-14
申请号：US17709673
申请日：2022-03-31
申请人： Forcepoint, LLC
发明人： Raffael Marty , Alan Ross , Nicolas Christian Fischbach , Matthew P. Moynahan , Chad Anson
IPC分类号： G06F21/57 , G06F21/55 , G06F21/56 , G06F21/62 , G06N5/04 , H04L9/40 , G06N20/00
摘要： A system, method, and computer-readable medium are disclosed for performing an entity behavior cataloging operation. The entity behavior cataloging operation includes: identifying a security related activity, the security related activity being based upon an observable from an electronic data source; analyzing the security related activity, the analyzing identifying an event of analytic utility associated with the security related activity; generating entity behavior catalog data based upon the event of analytic utility associated with the security related activity; and, storing the entity behavior catalog data within an entity behavior catalog, the entity behavior catalog providing an inventory of entity behaviors for use when performing a security operation.

7. 发明申请

US20220141236A1 Using Human Factors When Performing a Human Factor Risk Operation 有权
公开(公告)号：US20220141236A1
公开(公告)日：2022-05-05
申请号：US17084724
申请日：2020-10-30
申请人： Forcepoint, LLC
发明人： Raffael Marty , Nicolas Christian Fischbach
IPC分类号： H04L29/06 , H04L29/08
摘要： A system, method, and computer-readable medium are disclosed for performing a security operation. The security operation includes: monitoring an entity, the monitoring observing at least one electronically-observable data source; deriving an observable based upon the monitoring of the electronically-observable data source; associating a human factor with the entity; identifying an event of analytic utility, the event of analytic utility being derived from the observable from the electronic data source; analyzing the event of analytic utility, the analyzing the event of analytic utility taking into account the human factor associated with the entity enacting the event of analytic utility; and, performing the security operation in response to the analyzing the event of analytic utility, the security operation comprising a human factor risk operation.

8. 发明授权

US11314787B2 Temporal resolution of an entity 有权
公开(公告)号：US11314787B2
公开(公告)日：2022-04-26
申请号：US15956322
申请日：2018-04-18
申请人： Forcepoint, LLC
发明人： Christopher Poirel , Russell Snyder , Phillip Bracikowski , William Renner
IPC分类号： G06F16/28 , G06F16/907 , G06F16/903
摘要： A system, method, and computer-readable medium for resolving an identity of an entity, comprising parsing entity identifier information associated with the entity to provide an entity identifier element, the entity identifier information comprising temporal information; classifying the entity identifier element to provide a classified entity identifier element; normalizing the classified entity identifier element to provide a classified and normalized entity identifier element; and, associating the classified and normalized entity identifier element and the temporal information with the entity to resolve the identity of the entity at a particular point in time.

9. 发明申请

US20220070199A1 Risk Score Calculation and Distribution 有权
公开(公告)号：US20220070199A1
公开(公告)日：2022-03-03
申请号：US17012634
申请日：2020-09-04
申请人： Forcepoint, LLC
发明人： Assaf Almaz , Ofir Arkin
IPC分类号： H04L29/06
摘要： A system, method, and computer-readable medium are disclosed for performing a security operation. The security operation includes monitoring a plurality of electronically-observable actions of an entity, the plurality of electronically-observable actions of the entity corresponding to a respective plurality of events enacted by the entity, the monitoring comprising monitoring the plurality of electronically-observable actions via a protected endpoint; converting the plurality of electronically-observable actions of the entity to electronic information representing the plurality of actions of the entity; generating a representation of occurrences of a particular event from the plurality of events enacted by the entity; and performing an anomaly detection operation based upon the representation of occurrences of the particular event from the plurality of events enacted by the entity, the anomaly detection operation determining when the representation of occurrences of the particular event exceeds a predetermined threshold.

10. 发明申请

US20210409257A1 MANAGING DATA SCHEMA DIFFERENCES BY PATH DETERMINISTIC FINITE AUTOMATA 有权
公开(公告)号：US20210409257A1
公开(公告)日：2021-12-30
申请号：US17473463
申请日：2021-09-13
申请人： Forcepoint LLC
发明人： Kari J. Nurmela
IPC分类号： H04L12/24 , H04L12/939
摘要： A method for migrating a data schema comprising combining a first deterministic finite automaton with a second deterministic finite automaton to generate a modified deterministic finite automation. Identifying a state of the modified deterministic finite automaton without computed followers. Computing a new vector of original states for each state of the modified deterministic finite automaton corresponding to the identified state.

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