Title :
A gene immune detection algorithm with a strategy of DNA PRI
Author :
Zhang, Ya-jing ; Xue, Yang ; Wu, Shuan-Hu
Author_Institution :
Sch. of Comput. Sci. & Technol., Yantai Univ., Shandong, China
Abstract :
Biological immune principles provide the perfect protecting schemes for computer immune system. Based on the research on anomaly detection, a gene immune detection algorithm is presented. Innate immune mechanism and adaptive immune mechanism of the biological immune system are considered synthetically. Positive selection and vaccine mechanism are introduced and a strategy of PRI in the detection is adopted by using gene detection. As shown in the simulation experiments, the algorithm improves the variety of the antibodies. It has a rather high detecting efficiency.
Keywords :
DNA; genetics; security of data; DNA PRI; adaptive immune mechanism; biological immune system; computer immune system; gene immune detection algorithm; negative selection; positive selection; vaccine mechanism; Biology computing; Cloning; DNA; Detection algorithms; Immune system; Intrusion detection; Pathogens; Protection; Space technology; Vaccines;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382209
