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Tan, Ying, 1964-

Artificial immune system : applications in computer security / Ying Tan. - 1 online resource

Includes index.

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"--


English.

ISBN: 9781119076278 1119076277 9781119076520 1119076528 9781119076582 1119076587

Standard No.: 10.1002/9781119076582 doi

Source: 7547468 IEEE

LCCN: 2015047440

Subjects--Topical Terms:
Artificial immune systems.
Computer security.
Computer networks--Security measures.
Computer Security
Immuno-ordinateurs.
S�ecurit�e informatique.
R�eseaux d'ordinateurs--S�ecurit�e--Mesures.
COMPUTERS--Security--Cryptography.
Artificial immune systems
Computer networks--Security measures
Computer security

LC Class. No.: QA76.875

Dewey Class. No.: 005.8