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A machine learning evaluation of an artificial immune system.

Matthew Glickman1, Justin Balthrop, Stephanie Forrest

  • 1Department of Computer Science, University of New Mexico, Albuquerque, NM 87131-1386, USA. glickman@cs.unm.edu

Summary

LISYS, a network intrusion detection system, uses artificial immune system mechanisms for effective one-class learning. Experiments validate its adaptive capabilities on realistic, up-to-date network data, confirming its performance.

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