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    NETWORK ISSUE TRACKING AND RESOLUTION SYSTEM
    12.
    发明公开
    NETWORK ISSUE TRACKING AND RESOLUTION SYSTEM 审中-公开

    公开(公告)号：US20230412451A1

    公开(公告)日：2023-12-21

    申请号：US18241682

    申请日：2023-09-01

    Applicant: Cisco Technology, Inc.

    Inventor： Magnus Mortensen ,  Jay Kemper Johnston ,  David C. White, JR.

    IPC: H04L41/0631 ,  H04L41/0654 ,  G06N3/08

    CPC classification number: H04L41/0636 ,  H04L41/0654 ,  G06N3/08

    Abstract: In one embodiment, an issue analysis service obtains telemetry data from a plurality of devices in a network across a plurality of time intervals. The service detects a failure event in which a device in the network is in a failure state. The service clusters the telemetry data obtained prior to the failure event into rounds according to time intervals in which the telemetry data was collected. Each round corresponds to a particular time interval. The service applies a machine learning-based classifier to each one of the rounds of clustered telemetry data to identify one or more common traits appearing in the telemetry data for each round. The service generates a trait change report indicating a change in the one or more common traits appearing in the telemetry data across the rounds leading up to the failure event.

    NETWORK SECURITY INDICATOR OF COMPROMISE BASED ON HUMAN CONTROL CLASSIFICATIONS
    13.
    发明申请
    NETWORK SECURITY INDICATOR OF COMPROMISE BASED ON HUMAN CONTROL CLASSIFICATIONS 审中-公开

    公开(公告)号：US20190297108A1

    公开(公告)日：2019-09-26

    申请号：US15933923

    申请日：2018-03-23

    Applicant: Cisco Technology, Inc.

    Inventor： Jay Kemper Johnston ,  David C. White, JR. ,  Magnus Mortensen

    IPC: H04L29/06 ,  G06N3/08

    Abstract: In one embodiment, a service classifies a device in a network as human-controlled or self-controlled. The service also classifies an online resource as designed for access by human-controlled devices or by self-controlled devices. The service obtains traffic data regarding an attempt by the device to access the online resource via the network. The service determines that the attempt by the device to access the online resource is a security violation, based on the classifications of the device and the online resource. The service initiates a mitigation action in the network for the security violation.

    DYNAMIC REVIEW CADENCE FOR INTELLECTUAL CAPITAL
    14.
    发明申请
    DYNAMIC REVIEW CADENCE FOR INTELLECTUAL CAPITAL 审中-公开

    公开(公告)号：US20180316545A1

    公开(公告)日：2018-11-01

    申请号：US15582630

    申请日：2017-04-29

    Applicant: Cisco Technology, Inc.

    Inventor： David C. White, JR. ,  Magnus Mortensen ,  Jay Kemper Johnston

    IPC: H04L12/24 ,  G06F17/30

    Abstract: In one embodiment, a device in a network maintains an information module to recommend system actions for a monitored system in the network. The information module generates recommendations using an information library database populated by one or more data sources. The device assesses behaviors of the information module and determines a review cadence for the information library database based on the assessed behaviors of the information module. The device updates the information library database according to the determined review cadence.

    METHOD TO DETECT AND FIX HALLUCINATIONS IN GENERATIVE LARGE LANGUAGE MODELS
    17.
    发明申请
    METHOD TO DETECT AND FIX HALLUCINATIONS IN GENERATIVE LARGE LANGUAGE MODELS 有权

    公开(公告)号：US20240386253A1

    公开(公告)日：2024-11-21

    申请号：US18358410

    申请日：2023-07-25

    Applicant: Cisco Technology, Inc.

    Inventor： David C. White, JR. ,  Mohammed Izzat Hamzeh

    IPC: G06N3/0475 ,  G06F40/166 ,  G06F40/289 ,  G06F40/30 ,  G06F40/40

    Abstract: A system and method to detect a generative model's output to see if it is hallucinating or not, and to check the facts listed in the model. Additionally, when a hallucination or incorrect fact is detected, the correct fact can be applied as context to ask the model to regenerate the output again, taking the fact into consideration while also optionally lowering the temperature or increasing the top-k values from which to choose. A method is provided comprising: obtaining output produced by the generative model based on input provided to the generative model; performing summarization and topic extraction on the output to obtain one or more topics; performing fact checking on each of the one or more topics to produce a consolidated ground truth context; and declaring that the generative model is hallucinating or not based on the consolidated ground truth context.

    SIGN LANGUAGE GENERATION AND DISPLAY
    18.
    发明申请
    SIGN LANGUAGE GENERATION AND DISPLAY 有权

    公开(公告)号：US20240378782A1

    公开(公告)日：2024-11-14

    申请号：US18315721

    申请日：2023-05-11

    Applicant: Cisco Technology, Inc.

    Inventor： Elena Gribanova ,  Valentin Filippov ,  Pedro Jesus Garcia Chavez ,  Wei Yan ,  David C. White, JR.

    IPC: G06T13/00 ,  G06T7/70 ,  G06T11/60 ,  G06V20/40 ,  G06V40/10 ,  G10L17/22 ,  G10L25/57

    Abstract: A method includes receiving, via one or more processors, video data and audio data associated with respective participants in a video session, determining, via the one or more processors, words spoken by a speaker participant in the video session based on the audio data, determining, via the one or more processors, a location of the speaker participant in a framing of the video data based on the video data and the audio data, generating, via the one or more processors, an animated avatar to provide sign language representing the words spoken by the speaker participant, modifying, via the one or more processors, the video data of the video session to include the animated avatar based on the location of the speaker participant, and outputting, via the one or more processors, the video data that includes the animated avatar.

    PROACTIVE SCHEDULING OF SHARED RESOURCES OR RESPONSIBILITIES
    19.
    发明公开
    PROACTIVE SCHEDULING OF SHARED RESOURCES OR RESPONSIBILITIES 审中-公开

    公开(公告)号：US20240144193A1

    公开(公告)日：2024-05-02

    申请号：US17973688

    申请日：2022-10-26

    Applicant: Cisco Technology, Inc.

    Inventor： Jay K. Johnston ,  Magnus Mortensen ,  David C. White, JR.

    IPC: G06Q10/10 ,  G06Q10/06

    CPC classification number: G06Q10/1095 ,  G06Q10/06314

    Abstract: Presented herein are techniques associated with proactively scheduling shared resources or responsibilities among multiple users. In one example a method is provided that may include sharing masked calendar information between a first device of a first user and at least one second device of at least one second user based on the first device being proximate to the at least one second device; identifying a conflict involving use of a shared resource at a particular time; comparing first priority metadata for the first user and second priority metadata for the at least one second user; and assigning the use of the shared resource to one of the first user or the at least one second user based, at least in part, on determining that the first user or the at least one second user has a highest priority for use of the shared resource.

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