Title :
A Gene Immune Detection Algorithm with Complement Operator on the Basis of Biological Immune Principles
Author :
Zhang, Ya-jing ; Wu, Shuan-Hu
Author_Institution :
Inst. of Comput., Yantai Univ., Yantai
Abstract :
In this paper, a gene immune detection algorithm with complement operator in the artificial immune system is proposed. Such problems as gene detection, immune memory and niching strategy in the algorithms are discussed. Application on the area of anomaly detection is considered. Shown by simulation experiments, the algorithm joined vaccine operator and complement operator improves the problem of hole and keeps variety of antibodies. And its detecting time is also decreased obviously.
Keywords :
artificial immune systems; security of data; anomaly detection; artificial immune system; biological immune principles; complement operator; gene immune detection algorithm; immune memory; niching strategy; vaccine operator; Biology computing; Cloning; Detection algorithms; Detectors; Immune system; Intrusion detection; Pathogens; Protection; Proteins; Signal processing algorithms; Antibody; Complement Operator; Immune detection; Vaccine;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2008. IIHMSP '08 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-0-7695-3278-3
DOI :
10.1109/IIH-MSP.2008.249