公开(公告)号：US20220400131A1

公开(公告)日：2022-12-15

申请号：US17345640

申请日：2021-06-11

Applicant: Cisco Technology, Inc.

Inventor： Qihong Shao ,  Xinjun Zhang ,  Yue Liu ,  Kevin Broich ,  Kenneth Charles Croley ,  Gurvinder P. Singh

IPC: H04L29/06 ,  G06F40/56 ,  G06F40/295 ,  G06N3/04 ,  G06N3/08

Abstract: A method, computer system, and computer program product are provided for mitigating network risk. A plurality of risk reports corresponding to a plurality of network devices in a network are processed to determine a multidimensional risk score for the network. The plurality of risk reports are analyzed using a semantic analysis model to identify one or more factors that contribute to the multidimensional risk score. One or more actions are determined using a trained learning model to mitigate one or more dimensions of the multidimensional risk score. The outcomes of applying the one or more actions are presented to a user to indicate an effect of each of the one or more actions on the multidimensional risk score for the network.

公开(公告)号：US12069082B2

公开(公告)日：2024-08-20

申请号：US17345640

申请日：2021-06-11

Applicant: Cisco Technology, Inc.

Inventor： Qihong Shao ,  Xinjun Zhang ,  Yue Liu ,  Kevin Broich ,  Kenneth Charles Croley ,  Gurvinder P. Singh

IPC: H04L9/40 ,  G06F21/57 ,  G06F40/295 ,  G06N3/045 ,  G06N3/08

CPC classification number: H04L63/1433 ,  G06F21/577 ,  G06F40/295 ,  G06N3/045 ,  G06N3/08

Abstract: A method, computer system, and computer program product are provided for mitigating network risk. A plurality of risk reports corresponding to a plurality of network devices in a network are processed to determine a multidimensional risk score for the network. The plurality of risk reports are analyzed using a semantic analysis model to identify one or more factors that contribute to the multidimensional risk score. One or more actions are determined using a trained learning model to mitigate one or more dimensions of the multidimensional risk score. The outcomes of applying the one or more actions are presented to a user to indicate an effect of each of the one or more actions on the multidimensional risk score for the network.