Explainable AI for Cybersecurity
tarafından
Pan, Zhixin. author.
Başlık
:
Explainable AI for Cybersecurity
Yazar
:
Pan, Zhixin. author.
ISBN
:
9783031464799
Basım Bilgisi
:
1st ed. 2023.
Fiziksel Tanımlama
:
XVIII, 243 p. 113 illus., 106 illus. in color. online resource.
İçerik
:
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.
Konu Terimleri
:
Computational intelligence.
Electronic circuits.
Data protection.
Electronic circuit design.
Embedded computer systems.
Artificial intelligence.
Electronic Circuits and Systems.
Data and Information Security.
Electronics Design and Verification.
Embedded Systems.
Yazar Ek Girişi
:
Mishra, Prabhat.
Tüzel Kişi Ek Girişi
:
SpringerLink (Online service)
Elektronik Erişim
:
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