An Investigation of Immune Match, Immune Memory and Complement Operator in Immune Detection Algorithm

Abstract

Inspiring by biological immune principles, many immune detection algorithms in the area of Artificial Immune System are introduced. In this paper, such problems as immune memory, immune match and niching strategy in the algorithms are discussed. The idea of scheme match and Complement Operator are proposed. The experiments that are in the area of virus detection and intrusion detection are made. Shown by experiments, the algorithm joined scheme match and Complement operator improves the problem of hole and keeps variety of antibodies. And its detecting efficiency is increased obviously.