A Functional Framework to Evade Network IDS

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Pastrana:2011:HICSS,

• author = "Sergio Pastrana and Agustin Orfila and Arturo Ribagorda",
• title = "A Functional Framework to Evade Network IDS",
• booktitle = "44th Hawaii International Conference on System Sciences (HICSS), 2011",
• year = "2011",
• month = jan,
• abstract = "Signature based Network Intrusion Detection Systems (NIDS) apply a set of rules to identify hostile traffic in network segments. Currently they are so effective detecting known attacks that hackers seek new techniques to go unnoticed. Some of these techniques consist of exploiting network protocols ambiguities. Nowadays NIDS are prepared against most of these evasive techniques, as they are recognised and sorted out. The emergence of new evasive forms may cause NIDS to fail. In this paper we present an innovative functional framework to evade NIDS. Primary, NIDS are modelled accurately by means of Genetic Programming (GP). Then, we show that looking for evasions on models is simpler than directly trying to understand the behaviour of NIDS. We present a proof of concept showing how to evade a self-built NIDS regarding two publicly available datasets. Our framework can be used to audit NIDS.",
• keywords = "genetic algorithms, genetic programming, network IDS, network intrusion detection systems, network protocols, network segments, signature based NIDS, cryptographic protocols, digital signatures, security of data",
• DOI = "doi:10.1109/HICSS.2011.12",
• ISSN = "1530-1605",
• notes = "Also known as \cite{5718700}",

}

Genetic Programming entries for Sergio Pastrana Portillo Agustin Orfila Diaz-Pabon D Arturo Ribagorda Garnacho

Citations