Name: Explainable AI for Cybersecurity
Price: 173.76 NZD
Availability: InStock
Author: Prabhat Mishra;Zhixin Pan
ISBN: 9783031464812

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portada Explainable AI for Cybersecurity

Type

Physical Book

Publisher

Springer International Publishing AG

Author

Prabhat Mishra;Zhixin Pan

Year

2024

Pages

243

Format

Paperback

Dimensions

23.50 x 15.50 cm

ISBN13

9783031464812

Explainable AI for Cybersecurity

Prabhat Mishra;Zhixin Pan (Author) · Springer International Publishing AG · Paperback

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Synopsis "Explainable AI for Cybersecurity"

This book provides a comprehensive overview of security vulnerabilities and state-of-the-art countermeasures using explainable artificial intelligence (AI).

This 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.