Machine Learning in Cyber Trust Security Privacy and Reliability 1st edition by Jeffrey Tsai, Philip Yu 0387887350 9780387887357
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Authors:Lui Sha, Sathish Gopalakrishnan, Xue Liu, Qixin Wang (auth.), Philip S. Yu, Jeffrey J. P. Tsai (eds.) , Series:Cyber Security [411] , Author sort:Lui Sha, Sathish Gopalakrishnan, Xue Liu, Qixin Wang (auth.), Philip S. Yu, Jeffrey J. P. Tsai (eds.) , Languages:Languages:eng , Published:Published:Apr 2009 , Publisher:Springer
Machine Learning in Cyber Trust Security, Privacy & Reliability 1st edition by Jeffrey J. P. Tsai; Philip S. Yu – Ebook PDF Instant Download/DeliveryISBN: 0387887350, 9780387887357
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Product details:
ISBN-10 : 0387887350
ISBN-13 : 9780387887357
Author : Jeffrey J. P. Tsai; Philip S. Yu
Many networked computer systems are far too vulnerable to cyber attacks that can inhibit their functioning, corrupt important data, or expose private information. Not surprisingly, the field of cyber-based systems is a fertile ground where many tasks can be formulated as learning problems and approached in terms of machine learning algorithms. This book contains original materials by leading researchers in the area and covers applications of different machine learning methods in the reliability, security, performance, and privacy issues of cyber space. It enables readers to discover what types of learning methods are at their disposal, summarizing the state-of-the-practice in this significant area, and giving a classification of existing work. Those working in the field of cyber-based systems, including industrial managers, researchers, engineers, and graduate and senior undergraduate students will find this an indispensable guide in creating systems resistant to and tolerant of cyber attacks.
Machine Learning in Cyber Trust Security, Privacy & Reliability 1st Table of contents:
Chapter 1
Chapter 2
Chapter 3
Chapter 4
Chapter 5
Chapter 6
Chapter 7
Chapter 8
Chapter 9
Chapter 10
Chapter 11
Chapter 12
Chapter 13
Chapter 14
Chapter 15
Chapter 16
Chapter 17
Chapter 18
Chapter 19
Chapter 20
Chapter 21
Chapter 22
Chapter 23
Chapter 24
Chapter 25
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