Title :
Research on immune pathology in artificial immune system
Author_Institution :
Key Lab. of Network & Inf. Security of the APF, Eng. Coll. of the APF, Xi´´an, China
Abstract :
Artificial immune system (AIS) mimicks the superior properties of biological immune system and provides an effective method in intelligent computing and intelligent system designing. But the disease-causing mechanisms of immune pathology have led to sever security problems in artificial immune system. In the paper, we analyzed the basic principles of immune protection and immune pathology of biological system considering its application in artificial immune system. Then we take artificial immune defending system as an example to analyze the cause and potential influence of immune pathology on AIS. As to the different security problems from immunodeficiency, hypersensitivity and autoimmunity, we put forward corresponding measures to reinforce the security, robustness and stability of artificial immune system and thus effectively avoid these problems.
Keywords :
artificial immune systems; artificial immune defending system; artificial immune system; autoimmunity; biological immune system; biological system; disease-causing mechanism; hypersensitivity; immune pathology; immune protection; immunodeficiency; intelligent computing; intelligent system designing; sever security problem; Artificial immune systems; Artificial intelligence; Biological systems; Biology computing; Immune system; Intelligent systems; Pathology; Protection; Robust stability; Security; Immune pathology; artificial immune system; immunodeficiency; negative selection algorithm; system efficiency;
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
Electronic_ISBN :
978-1-4244-2723-9
DOI :
10.1109/CCDC.2009.5192603
