{"product_id":"explainable-ai-for-cybersecurity-9783031464782","title":"Explainable AI for Cybersecurity","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eThis 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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003ePart 1   Introduction       Chapter 1   Cybersecurity   Landscape for Computer Systems       Chapter 2   Explainable   Artificial Intelligence       Part 2   Detection of Software   Vulnerabilities       Chapter 3   Malware Detection   using Explainable AI        Chapter 4   Spectre and Meltdown   Detection using Explainable AI       Part 3   Detection of Hardware   Vulnerabilities       Chapter 5   Hardware Trojan   Detection using Reinforcement Learning       Chapter 6   Hardware Trojan   Detection using Side-Channel Analysis       Chapter 7   Hardware Trojan   Detection using Shapley Ensemble Boosting       Part 4   Mitigation of AI   Vulnerabilities       Chapter 8   Mitigation of   Adversarial Machine Learning       Chapter 9   AI Trojan Attacks and   Countermeasures        Part 5   Acceleration of   Explainable AI        Chapter 10   Hardware Acceleration   of Explainable AI       Chapter 11   Explainable AI   Acceleration using Tensor Processing Units       Part 6   Conclusion       Chapter 12   The Future of   AI-Enabled Cybersecurity","brand":"Springer International Publishing AG","offers":[{"title":"Default Title","offer_id":49415726924119,"sku":"9783031464782","price":999.99,"currency_code":"GBP","in_stock":false}],"url":"https:\/\/bookcurl.com\/products\/explainable-ai-for-cybersecurity-9783031464782","provider":"Book Curl","version":"1.0","type":"link"}