Explainable AI for Cybersecurity (Paperback)

Part 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.