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Explainable AI for Cybersecurity : Intelligent Technologies and Robotics (R0) - Zhixin Pan

Explainable AI for Cybersecurity

By: Zhixin Pan, Prabhat Mishra

eText | 12 December 2023

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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 explainable AI algorithms. The reader will be able to comprehend a complete picture of cybersecurity challenges and how to detect them using explainable AI. This book serves as a single source of reference for students, researchers, engineers, and practitioners for designing secure and trustworthy systems.

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Non-FictionEngineering & TechnologyTechnology in GeneralEngineering in GeneralComputing & I.T.Computer ScienceArtificial IntelligenceElectronics & Communications EngineeringElectronics EngineeringCircuits & ComponentsComputer SecurityData Encryption
Computer HardwareEmbedded Systems

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