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portada Machine Learning for Embedded System Security
Type
Physical Book
Illustrated by
Publisher
Language
English
Pages
160
Format
Hardcover
Dimensions
23.4 x 15.6 x 1.1 cm
Weight
0.43 kg.
ISBN13
9783030941772

Machine Learning for Embedded System Security

Basel Halak (Illustrated by) · Springer · Hardcover

Machine Learning for Embedded System Security - Halak, Basel

New Book

£ 115.43

  • Condition: New
Origin: U.S.A. (Import costs included in the price)
It will be shipped from our warehouse between Wednesday, July 31 and Friday, August 16.
You will receive it anywhere in United Kingdom between 1 and 3 business days after shipment.

Synopsis "Machine Learning for Embedded System Security"

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.

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