Name: Explainable AI for Cybersecurity
Price: 3695.00 TWD
Availability: InStock
Author: Pan, Zhixin ; Mishra, Prabhat
ISBN: 9783031464782

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portada Explainable AI for Cybersecurity

Type

Physical Book

Author

Prabhat Mishra

Zhixin Pan

Publisher

Springer

Language

English

Pages

243

Format

Hardcover

Dimensions

23.4 x 15.6 x 1.6 cm

Weight

0.54 kg.

ISBN13

9783031464782

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). 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.

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Explainable AI for Cybersecurity - Pan, Zhixin ; Mishra, Prabhat

Synopsis "Explainable AI for Cybersecurity"

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