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Adversary-Aware Learning Techniques and Trends in Cybersecurity (en Inglés)
Dasgupta, Prithviraj ; Collins, Joseph B. ; Mittu, Ranjeev (Autor)
·
Springer
· Tapa Blanda
Adversary-Aware Learning Techniques and Trends in Cybersecurity (en Inglés) - Dasgupta, Prithviraj ; Collins, Joseph B. ; Mittu, Ranjeev
$ 610.658
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Origen: Estados Unidos
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Reseña del libro "Adversary-Aware Learning Techniques and Trends in Cybersecurity (en Inglés)"
This book is intended to give researchers and practitioners in the cross-cutting fields of artificial intelligence, machine learning (AI/ML) and cyber security up-to-date and in-depth knowledge of recent techniques for improving the vulnerabilities of AI/ML systems against attacks from malicious adversaries. The ten chapters in this book, written by eminent researchers in AI/ML and cyber-security, span diverse, yet inter-related topics including game playing AI and game theory as defenses against attacks on AI/ML systems, methods for effectively addressing vulnerabilities of AI/ML operating in large, distributed environments like Internet of Things (IoT) with diverse data modalities, and, techniques to enable AI/ML systems to intelligently interact with humans that could be malicious adversaries and/or benign teammates. Readers of this book will be equipped with definitive information on recent developments suitable for countering adversarial threats in AI/ML systems towards making them operate in a safe, reliable and seamless manner.
