Evolving High-speed, Easy-to-understand Network Intrusion Detection Rules with Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@InProceedings{Orfila:evows09,

• author = "Agustin Orfila and Juan M. Estevez-Tapiador and Arturo Ribagorda",
• title = "Evolving High-speed, Easy-to-understand Network Intrusion Detection Rules with Genetic Programming",
• booktitle = "Applications of Evolutionary Computing, EvoWorkshops2009: {EvoCOMNET}, {EvoENVIRONMENT}, {EvoFIN}, {EvoGAMES}, {EvoHOT}, {EvoIASP}, {EvoINTERACTION}, {EvoMUSART}, {EvoNUM}, {EvoPhD}, {EvoSTOC}, {EvoTRANSLOG}",
• year = "2009",
• month = "15-17 " # apr,
• editor = "Mario Giacobini and Ivanoe {De Falco} and Marc Ebner",
• series = "LNCS",
• volume = "5484",
• publisher = "Springer Verlag",
• address = "Tubingen, Germany",
• pages = "93--98",
• keywords = "genetic algorithms, genetic programming, POSTER",
• isbn13 = "978-3-642-01128-3",
• DOI = "doi:10.1007/978-3-642-01129-0_11",
• abstract = "An ever-present problem in intrusion detection technology is how to construct the patterns of (good, bad or anomalous) behaviour upon which an engine have to make decisions regarding the nature of the activity observed in a system. This has traditionally been one of the central areas of research in the field, and most of the solutions proposed so far have relied in one way or another upon some form of data mining--with the exception, of course, of human-constructed patterns. In this paper, we explore the use of Genetic Programming (GP) for such a purpose. Our approach is not new in some aspects, as GP has already been partially explored in the past. Here we show that GP can offer at least two advantages over other classical mechanisms: it can produce very lightweight detection rules (something of extreme importance for high-speed networks or resource constrained applications) and the simplicity of the patterns generated allows to easily understand the semantics of the underlying attack.",
• notes = "EvoWorkshops2009",

}

Genetic Programming entries for Agustin Orfila Diaz-Pabon Juan Manuel Estevez-Tapiador D Arturo Ribagorda Garnacho

Citations