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Computer System Anomaly Detection Using Human Responses to Ambient Representations of Hidden Computing System and Process Metadata
Computer System Anomaly Detection Using Human Responses to Ambient Representations of Hidden Computing System and Process Metadata
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机译:使用人类对隐藏计算系统和过程元数据的环境表示的响应来进行计算机系统异常检测
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摘要
A system and method involve measuring one or more hidden states internal to a computing system related only to a user's active task with the computing system, using one or more deterministic mapping functions to directly map, without interpretation of the hidden states as being benign or malicious, the measurements to a representational output, presenting the representational output in real-time and peripheral to the user's active task with the computing system without label information pertaining to the hidden states, determining the user's behavioral responses and/or physiological responses to the presented representational output, altering one or more display characteristics of the presented representational output based upon one or more behavioral responses and physiological responses, and/or inputting the user's response into a machine learning algorithm configured to detect an anomaly within the computing system using the user's behavioral and physiological responses and/or computing system measurements.
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