Artificial Immune System (eBook, PDF)
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 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 th...
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)
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