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Published in:
2013 | OriginalPaper | Chapter
Agent-Based Artificial Immune Systems (ABAIS) for Intrusion Detections: Inspiration from Danger Theory
Authors : Chung-Ming Ou, C. R. Ou, Yao-Tien Wang
Published in: Agent and Multi-Agent Systems in Distributed Systems - Digital Economy and E-Commerce
Publisher: Springer Berlin Heidelberg
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Agent-based artificial immune system (ABAIS) is applied to intrusion detection systems(IDS). The intelligence behind ABIDS is based on the functionality of dendritic cells in human immune systems. Antigens are profiles of system calls while corresponding behaviors are regarded as signals. ABAIS is based on the danger theory while dendritic cells agents (DC agent) are emulated for innate immune subsystem and T-cell agents (TC agent) are for adaptive immune subsystem. This ABIDS is based on the dual detections of DC agent for signals and TC agent for antigen, where each agent coordinates with other to calculate danger value (DV). According to DVs, immune response for malicious behaviors is activated by either computer host or Security Operating Center (SOC).