Hybrid detector set: detectors with different affinity

Authors:
Jian Zhang;Hua-Can He;Min Zhao
Affiliations:
Northwestern Polytechnical University, Xi' an, P.R. China;Northwestern Polytechnical University, Xi' an, P.R. China;Northwestern Polytechnical University, Xi' an, P.R. China
Venue:
InfoSecu '04 Proceedings of the 3rd international conference on Information security
Year:
2004

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Abstract

In an artificial immune system, how to control the number of detectors and decrease probability of fail to detect no-self is a problem. Because of existence of "holes", there are some none-self string can not be detected. Based on greedy algorithm described by D'haeseleer in [1], we present one algorithm to generate Hybrid Detector Set (detectors with different matching length), which can reduce the size of the detector set and the number of "holes". Finally, some experimental results demonstrate that this method have more efficiency and precision.