Machine learning in cyber trust : security, privacy, and reliability / [edited by] Jeffrey J.P. Tsai, Philip S. Yu.
2009
621.39.B6120 T877
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Details
Call Number
621.39.B6120 T877
Title
Machine learning in cyber trust : security, privacy, and reliability / [edited by] Jeffrey J.P. Tsai, Philip S. Yu.
Language
English
Author
Tsai, Jeffrey J.-P.
Added Author
Yu, Philip S.
Edition
1st ed.
Imprint
New York : Springer, 2009.
Description
xvi, 362 p. : ill, 24 cm
Summary
[Publisher description] 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.
ISBN
9780387887340 (hardcover : alk. paper)
0387887342
0387887342
Location
Library Reading Room 621.39.B6120 T877
Record Appears in
General Collection