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公开(公告)号:US10965516B2
公开(公告)日:2021-03-30
申请号:US16429177
申请日:2019-06-03
Applicant: Cisco Technology, Inc.
Inventor: Enzo Fenoglio , Hugo Latapie , David Delano Ward , Sawsen Rezig , Raphaël Wouters , Didier Colens , Donald Mark Allen , Dmitri Goloubev
Abstract: In one embodiment, a service that monitors a network detects a plurality of anomalies in the network. The service uses data regarding the detected anomalies as input to one or more machine learning models. The service maps, using a conceptual space, outputs of the one or more machine learning models to symbols. The service applies a symbolic reasoning engine to the symbols, to rank the anomalies. The service sends an alert for a particular one of the detected anomalies to a user interface, based on its corresponding rank.
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公开(公告)号:US20230099153A1
公开(公告)日:2023-03-30
申请号:US17490349
申请日:2021-09-30
Applicant: Cisco Technology, Inc.
Inventor: Donald Mark Allen , Dmitry Goloubev
Abstract: Methods are provided in which a computing device obtains telemetry data associated with an enterprise network that includes a plurality of assets involved in providing one or more enterprise services, obtains available software upgrade information, and generates at least two remediation plans based on the telemetry data and the available software upgrade information. Each of the at least two remediation plans being directed to a change in a configuration of one or more assets of the plurality of assets. The methods further include computing a probability of success of each of the at least two remediation plans based on the telemetry data and the available software upgrade information and providing the at least two remediation plans with a respective probability of success.
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公开(公告)号:US20190306011A1
公开(公告)日:2019-10-03
申请号:US16429177
申请日:2019-06-03
Applicant: Cisco Technology, Inc.
Inventor: Enzo Fenoglio , Hugo Latapie , David Delano Ward , Sawsen Rezig , Raphaël Wouters , Didier Colens , Donald Mark Allen , Dmitri Goloubev
Abstract: In one embodiment, a service that monitors a network detects a plurality of anomalies in the network. The service uses data regarding the detected anomalies as input to one or more machine learning models. The service maps, using a conceptual space, outputs of the one or more machine learning models to symbols. The service applies a symbolic reasoning engine to the symbols, to rank the anomalies. The service sends an alert for a particular one of the detected anomalies to a user interface, based on its corresponding rank.
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4.
公开(公告)号:US20220231928A1
公开(公告)日:2022-07-21
申请号:US17153252
申请日:2021-01-20
Applicant: Cisco Technology, Inc.
Inventor: Donald Mark Allen , Dmitri Goloubev
Abstract: A digitized Intellectual Capital (IC) system obtains code modules configured to detect one or more issues in a computing system. The IC system selects from the code modules to generate a first set of code modules based on a corresponding value metric. The corresponding value metric for each code module in the first set of code modules is higher than a predetermined threshold. The IC system also samples from the remainder of the code modules unselected for the first set of code modules to generate a second set of code modules. The IC system runs the first set of code modules and the second set of code modules to detect the one or more issues and updates the corresponding value metric for at least one code module.
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公开(公告)号:US20210184915A1
公开(公告)日:2021-06-17
申请号:US17186148
申请日:2021-02-26
Applicant: Cisco Technology, Inc.
Inventor: Enzo Fenoglio , Hugo Latapie , David Delano Ward , Sawsen Rezig , Raphaël Wouters , Didier Colens , Donald Mark Allen , Dmitri Goloubev
Abstract: In one embodiment, a service that monitors a network detects a plurality of anomalies in the network. The service uses data regarding the detected anomalies as input to one or more machine learning models. The service maps, using a conceptual space, outputs of the one or more machine learning models to symbols. The service applies a symbolic reasoning engine to the symbols, to rank the anomalies. The service sends an alert for a particular one of the detected anomalies to a user interface, based on its corresponding rank.
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公开(公告)号:US20240311512A1
公开(公告)日:2024-09-19
申请号:US18671930
申请日:2024-05-22
Applicant: Cisco Technology, Inc.
Inventor: Gyana Ranjan Dash , Antonio Nucci , Donald Mark Allen , Kabeer Noorudeen , Tatiana Alexandrovna Gaponova , Konstantin Grechishchev
IPC: G06F21/62 , G06F21/60 , H04L41/0813
CPC classification number: G06F21/6254 , G06F21/604 , H04L41/0813
Abstract: In one example embodiment, a server that is in communication with a network that includes a plurality of network elements obtains, from the network, a service request record that includes sensitive information related to at least one of the plurality of network elements. The server parses the service request record to determine that the service request record includes a sequence of characters that is repeated in the service request record, and tags the sequence of characters as a particular sensitive information type. Based on the tagging, the server identically replaces the sequence of characters so as to preserve an internal consistency of the service request record. After identically replacing the sequence of characters, the server publishes the service request record for analysis without revealing the sequence of characters.
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公开(公告)号:US12026280B2
公开(公告)日:2024-07-02
申请号:US17164056
申请日:2021-02-01
Applicant: Cisco Technology, Inc.
Inventor: Gyana Ranjan Dash , Antonio Nucci , Donald Mark Allen , Kabeer Noorudeen , Tatiana Alexandrovna Gaponova , Konstantin Grechishchev
IPC: G06F7/04 , G06F21/60 , G06F21/62 , H04L41/0813
CPC classification number: G06F21/6254 , G06F21/604 , H04L41/0813
Abstract: In one example embodiment, a server that is in communication with a network that includes a plurality of network elements obtains, from the network, a service request record that includes sensitive information related to at least one of the plurality of network elements. The server parses the service request record to determine that the service request record includes a sequence of characters that is repeated in the service request record, and tags the sequence of characters as a particular sensitive information type. Based on the tagging, the server identically replaces the sequence of characters so as to preserve an internal consistency of the service request record. After identically replacing the sequence of characters, the server publishes the service request record for analysis without revealing the sequence of characters.
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公开(公告)号:US11595268B2
公开(公告)日:2023-02-28
申请号:US17186148
申请日:2021-02-26
Applicant: Cisco Technology, Inc.
Inventor: Enzo Fenoglio , Hugo Latapie , David Delano Ward , Sawsen Rezig , Raphaël Wouters , Didier Colens , Donald Mark Allen , Dmitri Goloubev
IPC: H04L41/16 , H04L41/0604 , G06N20/00 , G06N5/04 , H04L41/069 , H04L43/04 , H04L41/22 , H04L41/142
Abstract: In one embodiment, a service that monitors a network detects a plurality of anomalies in the network. The service uses data regarding the detected anomalies as input to one or more machine learning models. The service maps, using a conceptual space, outputs of the one or more machine learning models to symbols. The service applies a symbolic reasoning engine to the symbols, to rank the anomalies. The service sends an alert for a particular one of the detected anomalies to a user interface, based on its corresponding rank.
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9.
公开(公告)号:US11444853B2
公开(公告)日:2022-09-13
申请号:US17153252
申请日:2021-01-20
Applicant: Cisco Technology, Inc.
Inventor: Donald Mark Allen , Dmitri Goloubev
IPC: H04L41/50 , H04L41/082 , G06F11/34 , H04L41/16
Abstract: A digitized Intellectual Capital (IC) system obtains code modules configured to detect one or more issues in a computing system. The IC system selects from the code modules to generate a first set of code modules based on a corresponding value metric. The corresponding value metric for each code module in the first set of code modules is higher than a predetermined threshold. The IC system also samples from the remainder of the code modules unselected for the first set of code modules to generate a second set of code modules. The IC system runs the first set of code modules and the second set of code modules to detect the one or more issues and updates the corresponding value metric for at least one code module.
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公开(公告)号:US20210150060A1
公开(公告)日:2021-05-20
申请号:US17164056
申请日:2021-02-01
Applicant: Cisco Technology, Inc.
Inventor: Gyana Ranjan Dash , Antonio Nucci , Donald Mark Allen , Kabeer Noorudeen , Tatiana Alexandrovna Gaponova , Konstantin Grechishchev
Abstract: In one example embodiment, a server that is in communication with a network that includes a plurality of network elements obtains, from the network, a service request record that includes sensitive information related to at least one of the plurality of network elements. The server parses the service request record to determine that the service request record includes a sequence of characters that is repeated in the service request record, and tags the sequence of characters as a particular sensitive information type. Based on the tagging, the server identically replaces the sequence of characters so as to preserve an internal consistency of the service request record. After identically replacing the sequence of characters, the server publishes the service request record for analysis without revealing the sequence of characters.
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