Titlebook: Autonomous Intelligent Cyber Defense Agent (AICA); A Comprehensive Guid Alexander Kott Book 2023 The Editor(s) (if applicable) and The Auth

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Perception of Cyber Threats,ve cyber deception agents, are explored, providing motivation for continued research required for adoption in real-world cyber-defense solutions. The chapter also includes a discussion about the combination of automation, in the form of Security Orchestration and Automated Response (SOAR), and AI/ML

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Response Planning,loyed toward accomplishing response planning goals and discusses their advantages and limitations. The chapter finishes with a description of an operational cyber response planner prototype that has been developed to bring together a set of capabilities that fulfill the described response planner re

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Recovery Planning,alizing security and safety requirements, it formally verifies recovery COAs with confidence guarantees, and obtains the optimal recovery COAs. We present two recovery scenarios in smart cities to demonstrate the effectiveness of our recovery planning system.

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Strategic Cyber Camouflage,ckers, and the third applies machine learning methods to scale up feature modifications to create more effective deceptive objects at scale. All of these models can be customized to different types of strategic questions around effectively deploying camouflage to affect an adversary, and they serve

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