发明授权
- 专利标题: Systems and methods for evaluating infection risks based on profiled user behaviors
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申请号: US16116980申请日: 2018-08-30
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公开(公告)号: US10367845B1公开(公告)日: 2019-07-30
- 发明人: Yufei Han , Leylya Yumer , Pierre-Antoine Vervier , Matteo Dell'Amico
- 申请人: Symantec Corporation
- 申请人地址: US CA Mountain View
- 专利权人: Symantec Corporation
- 当前专利权人: Symantec Corporation
- 当前专利权人地址: US CA Mountain View
- 代理机构: FisherBroyles, LLP
- 主分类号: H04L29/06
- IPC分类号: H04L29/06 ; G06F16/901
摘要:
The disclosed computer-implemented method for evaluating infection risks based on profiled user behaviors may include (1) collecting user-behavior profiles that may include labeled profiles (e.g., infected profiles and/or clean profiles) and/or unlabeled profiles, (2) training a classification model to distinguish infected profiles from clean profiles using features and labels of the user-behavior profiles, and (3) using the classification model to predict (a) a likelihood that a computing system of a user will become infected based on a profile of user behaviors of the user and/or (b) a likelihood that a user behavior in the user-behavior profiles will result in a computing-system infection. Various other methods, systems, and computer-readable media are also disclosed.
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