ENGLISH

Explainable AI for Cybersecurity

By Prabhat Mishra , Zhixin Pan

Book information

Publisher
Springer
Year
2023
ISBN
3031464788, 9783031464782
Language
english
Format
RAR
Filesize
47 MB (49179741 bytes)
Edition
1st ed. 2023
Pages
261\0
Time added
2023-12-20 16:20:48

Description

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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