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Artificial Immune System: Applications in Computer Security - Y. Tan

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Artificial Immune System: Applications in Computer Security
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Kniha: Artificial Immune System: Applications in Computer Security
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This book deals with malware detection in terms of Artificial Immune System (AIS), and presents a number of AIS models and immune-based feature extraction approaches as well as their applications in ...

Nakladatelství: John Wiley & Sons Ltd
Rok vydání: 2016
Počet stran: 482
Rozměr: 24 cm
Úprava: xxvii, 174 stran
Jazyk: anglicky
Vazba: hardback
EAN: 9781119076285
Předmětná hesla
Imunitní systém
neuronové sítě
škodlivý software
Počítačová bezpečnost
Popis

This book deals with malware detection in terms of Artificial Immune System (AIS), and presents a number of AIS models and immune-based feature extraction approaches as well as their applications in computer security * Covers all of the current achievements in computer security based on immune principles, which were obtained by the Computational Intelligence Laboratory of Peking University, China * Includes state-of-the-art information on designing and developing artificial immune systems (AIS) and AIS-based solutions to computer security issues * Presents new concepts such as immune danger theory, immune concentration, and class-wise information gain (CIG) (applications in computer security)

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