Evaluation of Strategic Decision taken by Autonomous Agent using Explainable AI

2021 4th International Conference on Security and Privacy (ISEA-ISAP)(2021)

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摘要
Autonomous intrusion detection systems assess the data intelligently and take strategic decision to detect and mitigate cyber-attacks. These decisions have to be explained and evaluated for the transparency and correctness. Explainable Artificial Intelligent (XAI) methods that explore how features contribute or influence a decision taken using an algorithm can be useful for the purpose. XAI method...
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关键词
Autonomous agents,Explainable AI,Evaluation of decision,TCAV,Information Security
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