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Abstract: The problem of protecting computer systems can be viewed generally as the problem of learning to distinguish self from other. We describe a method for change detection which is based on the generation of T cells in the immune system. Mathematical analysis reveals computational costs of the system, and preliminary experiments illustrate how the method might be applied to the problem of computer viruses. 1 Introduction The problem of ensuring the security of computer systems includes such... (Update)
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BibTeX entry: (Update)
S. Forrest, A. S. Perelson, L. Allen, and R. Cherukuri. Self-Nonself Discrimination in a Computer. In Proceedings of IEEE Symposium on Research in Security and Privacy, pages 202-- 212, Oakland, CA, 16-18 May 1994. http://citeseer.ist.psu.edu/forrest94selfnonself.html More
@inproceedings{ forrest94selfnonself,
author = "Stephanie Forrest and Alan S. Perelson and Lawrence Allen and Rajesh Cherukuri",
title = "Self-Nonself Discrimination in a Computer",
booktitle = "Proceedings of the 1994 {IEEE} Symposium on Research in Security and Privacy",
publisher = "IEEE Computer Society Press",
address = "Oakland, CA",
pages = "202--212",
year = "1994",
url = "citeseer.ist.psu.edu/forrest94selfnonself.html" }
Citations (may not include all citations):
50
The design and implementation of tripwire: a file system int..
- Kim, Spafford - 1993 DBLP
36
Using genetic algorithms to explore pattern recognition in t..
- Forrest, Javornik et al. - 1993 ACM DBLP
26
and machine learning (context) - Farmer, Packard et al. - 1986
23
cooperative populations with genetic algorithms (context) - Smith, Forrest et al. - 1993
20
Genetic algorithms and the immune system (context) - Forrest, Perelson - 1991 ACM DBLP
18
Predicting the size of the antibody combining region from co.. (context) - Percus, Percus et al. - 1993
7
Schema recombination in pattern recognition problems (context) - Stadnyk ACM DBLP
6
The evolution of secondary organization in immune system gen..
- Hightower, Forrest et al.
2
The little black book of computer viruses (context) - Ludwig - 1991
2
Probability of self-nonself discrimination (context) - Percus, Percus et al.
1
How diverse should the immune system be (context) - De Boer, Perelson - 1993
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