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公开(公告)号：US20230275818A1
公开(公告)日：2023-08-31
申请号：US18310617
申请日：2023-05-02
Applicant: FORESCOUT TECHNOLOGIES, INC.
Inventor： Arun Raghuramu , Aveek Kumar Das , Yang Zhang
IPC: H04L43/065 , H04L41/0813 , H04L43/062 , H04L43/0805 , H04L43/16
CPC classification number: H04L43/065 , H04L41/0813 , H04L43/062 , H04L43/0805 , H04L43/16 , H04L2101/622
Abstract: Systems, methods, and related technologies for increasing data availability. The determining of one or more recommendations to improve classification may include accessing network traffic from a network and selecting an entity. One or more values associated with one or more properties associated with the entity may be determined. The one or more values may be accessed from the network traffic. The entity may be classified and in response to the classification meeting a condition, one or more properties that are unavailable in the network traffic may be determined. A data source associated with the one or more properties for which a value is not present in the network traffic may be determined and the data source associated with the one or more properties that are unavailable in the network traffic may be stored.
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公开(公告)号：US20200287924A1
公开(公告)日：2020-09-10
申请号：US16297335
申请日：2019-03-08
Applicant: FORESCOUT TECHNOLOGIES, INC.
Inventor： Yang Zhang , Arun Raghuramu , Siying Yang
Abstract: Systems, methods, and related technologies for profiling an entity and classifying an entity based on a profile are described. In certain aspects, accessing data associated with one or more communications of an entity is accessed and one or more behaviors based on the data associated with the one or more communications of the entity are determined. One or more sequences of the one or more behaviors of the entity are determined and a profile is determined based on the one or more sequences of the one or more behaviors, wherein the profile comprises a classification of the entity. The profile may then be stored.
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公开(公告)号：US20250071132A1
公开(公告)日：2025-02-27
申请号：US18947802
申请日：2024-11-14
Applicant: FORESCOUT TECHNOLOGIES, INC.
Inventor： Yang Zhang , Arun Raghuramu , Siying Yang
Abstract: Systems, methods, and related technologies for profiling an entity and classifying an entity based on a profile are described. In certain aspects, data associated with communications of a first entity on a network are accessed, behaviors are determined based on the data associated with the communications of the first entity, and sequences of the behaviors of the first entity are determined. A profile of the first entity is determined based on the sequences of the behaviors, the profile including a classification of the first entity, a state machine of the profile of the first entity is determined, the state machine being associated with the classification against which the behaviors can be matched, a second entity is detected coming onto the network, and responsive to detecting the second entity coming onto the network, the second entity is classified based on the state machine of the profile of the first entity.
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公开(公告)号：US12131266B2
公开(公告)日：2024-10-29
申请号：US18318959
申请日：2023-05-17
Applicant: FORESCOUT TECHNOLOGIES, INC.
Inventor： Yuzhou Song , Arun Raghuramu , Yang Zhang
CPC classification number: G06N5/04 , G06N20/00 , H04L63/0227 , H04L63/102 , H04L63/1425 , H04L63/1433
Abstract: Systems, methods, and related technologies for classification are described. Network traffic from a network may be accessed and an entity may be selected. One or more values associated with one or more properties associated with the entity may be determined. The one or more values may be accessed from the network traffic. A first model associated with a first level of granularity is accessed. A first classification result of the entity based on the first model is determined by a processing device. A second model associated with a second level of granularity is accessed. The second level of granularity is higher than the first level of granularity and the second model is accessed based on the first classification result. A second classification result of the entity based on the second model is determined. At least one of the first classification result or the second classification result is stored.
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公开(公告)号：US20220303805A1
公开(公告)日：2022-09-22
申请号：US17829084
申请日：2022-05-31
Applicant: FORESCOUT TECHNOLOGIES, INC.
Inventor： Arun Raghuramu , Yi Zhang , Yang Zhang , Siying Yang
IPC: H04W24/08 , H04W48/16 , H04L47/2441 , H04L43/04 , H04L67/303 , H04L9/40
Abstract: Systems, methods, and related technologies for device classification are described. In certain aspects, one or more properties are selected based on associated respective ranks. The selected one or more properties are used with information associated with the device to determine a classification. The classification may then be stored.
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Patent Agency Ranking
公开(公告)号：US20210194785A1
公开(公告)日：2021-06-24
申请号：US16723799
申请日：2019-12-20
Applicant: FORESCOUT TECHNOLOGIES, INC.
Inventor： Arun Raghuramu , Aveek Kumar Das , Yang Zhang
Abstract: Systems, methods, and related technologies for increasing data availability. The determining of one or more recommendations to improve classification may include accessing network traffic from a network and selecting an entity. One or more values associated with one or more properties associated with the entity may be determined. The one or more values may be accessed from the network traffic. The entity may be classified and in response to the classification meeting a condition, one or more properties that are unavailable in the network traffic may be determined. A data source associated with the one or more properties for which a value is not present in the network traffic may be determined and the data source associated with the one or more properties that are unavailable in the network traffic may be stored.
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公开(公告)号：US20190306731A1
公开(公告)日：2019-10-03
申请号：US15937547
申请日：2018-03-27
Applicant: FORESCOUT TECHNOLOGIES, INC.
Inventor： Arun Raghuramu , Yi Zhang , Yang Zhang , Siying Yang
IPC: H04W24/08 , H04W48/16 , H04L29/08 , H04L12/851 , H04L12/26
Abstract: Systems, methods, and related technologies for device classification are described. In certain aspects, one or more properties are selected based on associated respective ranks. The selected one or more properties are used with information associated with the device to determine a classification. The classification may then be stored.
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公开(公告)号：US12200001B2
公开(公告)日：2025-01-14
申请号：US18376912
申请日：2023-10-05
Applicant: FORESCOUT TECHNOLOGIES, INC.
Inventor： Yang Zhang , Arun Raghuramu , Siying Yang
Abstract: Systems, methods, and related technologies for profiling an entity and classifying an entity based on a profile are described. In certain aspects, data associated with communications of a first entity on a network are accessed, behaviors are determined based on the data associated with the communications of the first entity, and sequences of the behaviors of the first entity are determined. A profile of the first entity is determined based on the sequences of the behaviors, the profile including a classification of the first entity, a state machine of the profile of the first entity is determined, the state machine being associated with the classification against which the behaviors can be matched, a second entity is detected coming onto the network, and responsive to detecting the second entity coming onto the network, the second entity is classified based on the state machine of the profile of the first entity.
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公开(公告)号：US20230289631A1
公开(公告)日：2023-09-14
申请号：US18318959
申请日：2023-05-17
Applicant: FORESCOUT TECHNOLOGIES, INC.
Inventor： Yuzhou Song , Arun Raghuramu , Yang Zhang
CPC classification number: G06N5/04 , G06N20/00 , H04L63/0227 , H04L63/1425 , H04L63/1433 , H04L63/102
Abstract: Systems, methods, and related technologies for classification are described. Network traffic from a network may be accessed and an entity may be selected. One or more values associated with one or more properties associated with the entity may be determined. The one or more values may be accessed from the network traffic. A first model associated with a first level of granularity is accessed. A first classification result of the entity based on the first model is determined by a processing device. A second model associated with a second level of granularity is accessed. The second level of granularity is higher than the first level of granularity and the second model is accessed based on the first classification result. A second classification result of the entity based on the second model is determined. At least one of the first classification result or the second classification result is stored.
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公开(公告)号：US20220201032A1
公开(公告)日：2022-06-23
申请号：US17694448
申请日：2022-03-14
Applicant: FORESCOUT TECHNOLOGIES, INC.
Inventor： Arun Raghuramu , Aveek Kumar Das , Yang Zhang
IPC: H04L9/40
Abstract: Systems, methods, and related technologies for determining a risk associated with a network portion are described. The determination of risk associated with a network portion may include accessing network traffic from a network and determining an entity type associated with at least one entity communicatively coupled to the network. A network portion associated with the at least one entity can be determined. A risk associated with the at least one entity can be determined. A risk associated with the network portion associated with the at least one entity can be determined based on the risk associated with the at least one entity. The risk associated with the network portion can then be stored.
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