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Explainable AI for Cybersecurity

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Explainable AI for Cybersecurity - Pan, Zhixin, and Mishra, Prabhat
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This book provides a comprehensive overview of security vulnerabilities and state-of-the-art countermeasures using explainable artificial intelligence (AI). Specifically, it describes how explainable AI can be effectively used for detection and mitigation of hardware vulnerabilities (e.g., hardware Trojans) as well as software attacks (e.g., malware and ransomware). It provides insights into the security threats towards machine learning models and presents effective countermeasures. It also explores hardware acceleration of ...

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Explainable AI for Cybersecurity 2023, Springer International Publishing AG, Cham

ISBN-13: 9783031464782

Hardcover