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Artificial immune systemapplications...

Tan, Ying, (1964-)

Artificial immune systemapplications in computer security /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial immune systemYing Tan.
其他題名:	applications in computer security /
作者:	Tan, Ying,
出版者:	Hoboken :John Wiley & Sons Inc.,2016.
面頁冊數:	1 online resource.
標題:	Artificial immune systems.
電子資源:	http://onlinelibrary.wiley.com/book/10.1002/9781119076582
ISBN:	9781119076582 (electronic book)

Artificial immune systemapplications in computer security /
Tan, Ying,1964-

Artificial immune systemapplications in computer security /[electronic resource] :Ying Tan. - Hoboken :John Wiley & Sons Inc.,2016. - 1 online resource.

Includes bibliographical references and index.

Artificial Immune System -- Malware Detection -- Immune Principle and Neural Networks-Based Malware Detection -- Multiple-Point Bit Mutation Method of Detector Generation -- Malware Detection System Using Affinity Vectors -- Hierarchical Artificial Immune Model -- Negative Selection Algorithm with Penalty Factor -- Danger Feature-Based Negative Selection Algorithm -- Immune Concentration-Based Malware Detection Approaches -- Immune Cooperation Mechanism-Based Learning Framework -- Class-Wise Information Gai.

"This book focuses on the technologies and applications of artificial immune systems in malware and spam detection proposed in recent years by the computation intelligence laboratory at Peking University, China. It offers a theoretical perspective and practical solutions to graduate students, practitioners, and researchers working in the area of artificial immune system, machine learning, pattern recognition, and computer security"--

ISBN: 9781119076582 (electronic book)

LCCN: 2015047440Subjects--Topical Terms:

770524
Artificial immune systems.
Index Terms--Genre/Form:

214472
Electronic books.

LC Class. No.: QA76.875 / 2016

Dewey Class. No.: 005.8

Artificial immune systemapplications in computer security /
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245 1 0 $a Artificial immune system $h [electronic resource] : $b applications in computer security / $c Ying Tan.
260 $a Hoboken : $b John Wiley & Sons Inc., $c 2016.
300 $a 1 online resource.
504 $a Includes bibliographical references and index.
505 0 $a Artificial Immune System -- Malware Detection -- Immune Principle and Neural Networks-Based Malware Detection -- Multiple-Point Bit Mutation Method of Detector Generation -- Malware Detection System Using Affinity Vectors -- Hierarchical Artificial Immune Model -- Negative Selection Algorithm with Penalty Factor -- Danger Feature-Based Negative Selection Algorithm -- Immune Concentration-Based Malware Detection Approaches -- Immune Cooperation Mechanism-Based Learning Framework -- Class-Wise Information Gai.
520 $a "This book focuses on the technologies and applications of artificial immune systems in malware and spam detection proposed in recent years by the computation intelligence laboratory at Peking University, China. It offers a theoretical perspective and practical solutions to graduate students, practitioners, and researchers working in the area of artificial immune system, machine learning, pattern recognition, and computer security"-- $c Provided by publisher.
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650 0 $a Computer security. $3 184416
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