Revisiting LISYS: parameters and normal behavior

Revisiting LISYS: parameters and normal behavior

This paper studies a simplified form of LISYS, an artificial immune system for network intrusion detection. The paper describes results based on a new, more controlled data set than that used for earlier studies. The paper also looks at which parameters appear most important for minimizing false pos...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Balthrop, J., Forrest, S., Glickman, M.R.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Artificial immune systems
Computer science
Control systems
Detectors
Immune system
Industrial relations
Intrusion detection
Local area networks
Telecommunication traffic
Testing
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Beschreibung
Zusammenfassung:This paper studies a simplified form of LISYS, an artificial immune system for network intrusion detection. The paper describes results based on a new, more controlled data set than that used for earlier studies. The paper also looks at which parameters appear most important for minimizing false positives, as well as the trade-offs and relationships among parameter settings.
DOI:10.1109/CEC.2002.1004387