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Machine Learning for Embedded System Security

Name: Machine Learning for Embedded System Security
Brand: Springer, Berlin
SKU: 43155949
Price: 102.38 EUR
Availability: InStock
Author: Basel Halak
ISBN: 9783030941802

Basel Halak

Language

English

Book Paperback

Libristo code: 43155949

Publishers Springer, Berlin, May 2023

This book comprehensively covers the state-of-the-art security applications of machine learning tech... Full description

Libristo code: 43155949

249 b

102.38 €

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This book comprehensively covers the state-of-the-art security applications of machine learning techniques. The first part explains the emerging solutions for anti-tamper design, IC Counterfeits detection and hardware Trojan identification. It also explains the latest development of deep-learning-based modeling attacks on physically unclonable functions and outlines the design principles of more resilient PUF architectures. The second discusses the use of machine learning to mitigate the risks of security attacks on cyber-physical systems, with a particular focus on power plants. The third part provides an in-depth insight into the principles of malware analysis in embedded systems and describes how the usage of supervised learning techniques provides an effective approach to tackle software vulnerabilities.