Adaptive Autonomous Secure Cyber Systems
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Adaptive Autonomous Secure Cyber Systems

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This book explores fundamental scientific problems essential for autonomous cyber defense. Specific areas include:Game and control theory-based moving target defenses (MTDs) and adaptive cyber defenses (ACDs) for fully autonomous cyber operations;The extent to which autonomous cyber systems can be designed and operated in a framework that is significantly different from the human-based systems we now operate;On-line learning algorithms, including deep recurrent networks and reinforcement learning, for the kinds of situation awareness and decisions that autonomous cyber systems will require;Hum...