Modeling NIDS Evasion with Genetic Programming.

作者: Sergio Pastrana , Arturo Ribagorda , Agustín Orfila

DOI:

关键词: Computer scienceEvasion (network security)Genetic programmingLas vegasComputer security

摘要: Proceeding of: 9th International Conference on Security and Management (SAM 2010). Las Vegas, Nevada, USA, July 12-15 2010

参考文章(18)
Eugene H. Spafford, Mark Crosbie, Applying Genetic Programming to Intrusion Detection ,(1995)
Srinivas Mukkamala, Andrew H Sung, Ajith Abraham, None, Modeling intrusion detection systems using linear genetic programming approach industrial and engineering applications of artificial intelligence and expert systems. pp. 633- 642 ,(2004) , 10.1007/B97304
Agustin Orfila, Juan M. Estevez-Tapiador, Arturo Ribagorda, Evolving High-Speed, Easy-to-Understand Network Intrusion Detection Rules with Genetic Programming evoworkshops on applications of evolutionary computing. pp. 93- 98 ,(2009) , 10.1007/978-3-642-01129-0_11
Leo Juan, Christian Kreibich, Chih-Hung Lin, Vern Paxson, A Tool for Offline and Live Testing of Evasion Resilience in Network Intrusion Detection Systems international conference on detection of intrusions and malware and vulnerability assessment. pp. 267- 278 ,(2008) , 10.1007/978-3-540-70542-0_14
Vern Paxson, Christian Kreibich, Mark Handley, Network intrusion detection: evasion, traffic normalization, and end-to-end protocol semantics usenix security symposium. pp. 9- 9 ,(2001)
Martin Roesch, Snort - Lightweight Intrusion Detection for Networks usenix large installation systems administration conference. pp. 229- 238 ,(1999)
Ron Kohavi, A study of cross-validation and bootstrap for accuracy estimation and model selection international joint conference on artificial intelligence. ,vol. 2, pp. 1137- 1143 ,(1995)
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano, GP Ensemble for Distributed Intrusion Detection Systems Pattern Recognition and Data Mining. pp. 54- 62 ,(2005) , 10.1007/11551188_6