D4.1 AI-based Attack Detection to Detect Advanced Threats

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This deliverable provides an overview of all the algorithms and models to be used in the AI-based Attack Detection (AAD) component of the SOCCRATES platform. A set of intrusion detection tools and the over-arching reasoning engine used for correlating the produced alerts are described in detail. The efficiency of the pro-posed AAD component is illustrated by means of numerical experiments on the CIDDS public dataset. Integration and deployment matters are also addressed.

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