The Center for Education and Research in Information Assurance and Security (CERIAS)

The Center for Education and Research in
Information Assurance and Security (CERIAS)
Center for Education and Research in Information Assurance and Security

Applying Genetic Programming to Intrusion Detection

Author

Mark Crosbie,Gene Spafford

Entry type

inproceedings

Abstract

This paper presents a potential solution to the intrusion detection problem in computer security. It uses a combiniation of work in the fields of Artificial Life and computer security. It shows how an intrusion detection system can be implemented using autonomous agents, and how these agents can be built using Genetic Programming. It also shows how Automatically Defined Functions (ADF's) can be used to evolve genetic programs that contain multiple data types and yet retain type-safety. Future work arising from this is also discussed.

Date

1995 – November

URL

http:// http://wwwcs.dongguk.a ... rosbie-spaf-AAAI-paper.ps

Address

West Lafayette, IN 47907-1398

Institution

COAST Publications

Key alpha

Crosbie

Note

Appeared in 1995 AAAI Fall Symposium on Artifical Intelligence, Genetic Programming Track

Publication Date

2001-01-01

Location

A hard-copy of this is in the CERIAS Library

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