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Abstract: We describe an artificial immune system (AIS) that is distributed, robust, dynamic, diverse and adaptive. It captures many features of the vertebrate immune system and places them in the context of the problem of protecting a network of computers from illegal intrusions. The AIS resembles a classifier system in many important ways. Similarities and differences are discussed. 1 INTRODUCTION The parallel between immunology and classifier systems was noted as early as 1986 in [4]. In this ... (Update)
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BibTeX entry: (Update)
Forrest, S. & Hofmeyr, S. A. (1999), "John Holland's Invisible Hand: An Artificial Immune System", Presented at the FESTSCHIRIFT. http://citeseer.ist.psu.edu/forrest99john.html More
@misc{ forrest99john,
author = "Stephanie Forrest and Steven A. Hofmeyr",
title = "John {H}olland's Invisible Hand: An Artificial Immune System",
howpublished = "Presented at the Festschrift held in honor of John Holland",
year = "1999",
url = "citeseer.ist.psu.edu/forrest99john.html" }
Citations (may not include all citations):142 A sense of self for unix processes - Forrest, Hofmeyr et al. - 1996
121 Network intrusion detection (context) - Mukherjee, Heberlein et al. - 1994
118 Induction: Processes of Inference (context) - Holland, Holyoak et al. - 1986
75 Cognitive systems based on adaptive algorithms (context) - Holland, Reitman - 1978
74 Self-nonself discrimination in a computer - Forrest, Perelson et al. - 1994
68 A network security monitor (context) - Heberlein, Dias et al. - 1990
35 An immunological approach to change detection: Algorithms (context) - D'haeseleer, Forrest et al. - 1996
29 The brain has a body: Adaptive behavior emerges from interac.. (context) - Chiel, Beer - 1997
26 and machine learning (context) - Farmer, Packard et al. - 1986
25 An immunological model of distributed detection and its appl.. - Hofmeyr - 1999
20 Principles of a computer immune system - Somayaji, Hofmeyr et al. - 1997
19 Toward a network theory of the immune system (context) - Jerne - 1974
18 Predicting the size of the antibody-combining region from co.. (context) - Percus, Percus et al. - 1993
15 Immunobiology: the immune system in health and disease (context) - Janeway, Travers - 1996
15 Immunobiology: The Immune System in Health and Disease (context) - Janeway, Travers - 1996
15 Catching Ourselves in the Act (context) - Hendriks-Jansen - 1996
9 Annual Reviews in Immunology (context) - Matzinger, danger et al. - 1994
9 The antibody combining region: Speculations on the hypothesi.. (context) - Inman - 1978
7 An immunological approach to change detection: Theoretical r.. (context) - D'haeseleer - 1996
5 Immunity by design: An artificial immune system - Hofmeyr, Forrest - 1999
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