03023nam 22005173 450 991100671420332120241105080244.01-83724-350-61-83953-803-1(MiAaPQ)EBC31097971(Au-PeEL)EBL31097971(CKB)36492661000041(Exl-AI)31097971(EXLCZ)993649266100004120241105d2024 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierExplainable Artificial Intelligence for Trustworthy Internet of Things1st ed.Stevenage :Institution of Engineering & Technology,2024.©2024.1 online resource (342 pages)Computing and Networks Series1-83953-802-3 Contents -- About the authors -- 1. Explaining AI for safeguarding and securing Internet of Things (IoT) systems—an introduction -- 2. Securing the Internet of Things: architectures and designs -- 3. Convergence of Internet of Things and computing technologies -- 4. Security vulnerabilities in Internet of Things: attack surfaces, threats, and defense -- 5. Black-box machine learning for IoT security -- 6. Explainable artificial intelligence for safeguarding IoT -- 7. Explainability methods in explainable security intelligence: fine-grained taxonomy -- 8. Intrinsically explainable security intelligence -- 9. Model-agnostic methods for globally interpretable machine learning -- 10. Model-agnostic methods for locally explainable AI to secure IoT system -- 11. Explainability evaluation metrics for explainable security intelligence in the Internet of Things -- 12. Adversarial attacks and defense in explainable security intelligence -- 13. Federated learning meets explainable AI at the edge of things -- 14. Explainable security intelligence for zero-trust IoT -- 15. Explainable security intelligence in IoT applications -- IndexGenerated by AI.From innovative solutions for securing IoT infrastructures against security attacks and privacy threats to advanced topics including responsible security intelligence, this comprehensive co-authored book offers a complete study of explainable artificial intelligence (XAI) for securing the internet of things (IoT).Computing and Networks SeriesInternet of thingsGenerated by AIArtificial intelligenceGenerated by AIInternet of thingsArtificial intelligence006.3Abdel-Basset Mohamed1824599Moustafa Nour1824600Hawash Hossam1824601Zomaya Albert Y521938MiAaPQMiAaPQMiAaPQBOOK9911006714203321Explainable Artificial Intelligence for Trustworthy Internet of Things4391814UNINA