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Aiming at solving the problem that there were large amounts of ineffective antibodies and the antibodies were lack of diversity in the traditional negative selection algorithm, this paper designed intrusion detection algorithm of artificial immune based on decision tree and genetic algorithm. The decision tree and the genetic algorithm were introduced into the traditional negative selection algorithm,...
The research into intrusion detection system (IDS) inspired by immunology has been moderately successful, but was still tarnished by high false positive and poor adaptation which were caused by the lack of the environmental awareness. A novel hypothesis in immunology, the danger theory (DT), is emerging to meet these challenges. DT highlights the importance of the tissue and states that antigen presentation...
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