Name: Explainable AI for Cybersecurity
Price: 1582.61 MXN
Availability: InStock
Author: Prabhat Mishra;Zhixin Pan
ISBN: 9783031464812

portada Explainable AI for Cybersecurity

Formato

Libro Físico

Editorial

Springer International Publishing AG

Autor

Prabhat Mishra;Zhixin Pan

Año

2024

N° páginas

243

Encuadernación

Tapa Blanda

Dimensiones

23.50 x 15.50 cm

ISBN13

9783031464812

Explainable AI for Cybersecurity

Prabhat Mishra;Zhixin Pan (Autor) · Springer International Publishing AG · Tapa Blanda

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Reseña del libro "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.