Title :
A distributed architecture for an adaptive computer virus immune system
Author :
Marmelstein, Robert E. ; Van Veldhuizen, David A. ; Lamont, Gary B.
Author_Institution :
Inst. of Technol., Wright-Patterson AFB, OH, USA
Abstract :
Computer viruses are widely recognised as a significant computer threat. The “birth rate” of new viruses is high and increasing due to global connectivity, and technology improvements can accelerate their spread. In response to this threat, some contemporary research efforts are aimed at creating computer virus immune systems (CVIS). A CVIS uses the human immune system as a model for identifying, attacking, and eradicating viruses from computers and networks. This paper analyses the requirements of such a computer virus immune system and evaluates current approaches with respect to these requirements. Based on this analysis, we propose a distributed architecture for implementing a CVIS. In particular, we discuss how emerging technologies such as evolutionary algorithms (EA) and intelligent agents (IA) can be employed to give the CVIS a self-adaption capability for new viral threats
Keywords :
adaptive systems; computer viruses; distributed processing; evolutionary computation; software agents; CVIS; adaptive computer virus immune system; distributed architecture; evolutionary algorithms; intelligent agents; self-adaption capability; Acceleration; Computer architecture; Computer networks; Computer viruses; Distributed computing; Evolutionary computation; Humans; Immune system; Intelligent agent; Viruses (medical);
Conference_Titel :
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4778-1
DOI :
10.1109/ICSMC.1998.726686