Explainable AI for Cybersecurity
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- Hardcover ausgewählt
- Taschenbuch
- eBook
-
Sprache:Englisch
Fr. 149.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Gebundene Ausgabe
Erscheinungsdatum
13.12.2023
Abbildungen
XVIII, 243 p. 113 illus., 106 illus. in color.
Verlag
SpringerSeitenzahl
243
Maße (L/B/H)
24.1/16/2 cm
Gewicht
565 g
Auflage
23001 Auflage 1st edition 2023
Sprache
Englisch
ISBN
978-3-031-46478-2
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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