Soft Computing Models for Network Intrusion Detection Systems

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@TechReport{abraham:2004:0405046,
  author =       "Ajith Abraham and Ravi Jain",
  title =        "Soft Computing Models for Network Intrusion Detection
                 Systems",
  institution =  "OSU",
  year =         "2004",
  month =        "13 " # may # " 2004",
  note =         "Journal-ref: Soft Computing in Knowledge Discovery:
                 Methods and Applications, Saman Halgamuge and Lipo Wang
                 (Eds.), Studies in Fuzziness and Soft Computing,
                 Springer Verlag Germany, Chapter 16, 20 pages, 2004",
  keywords =     "genetic algorithms, genetic programming, Cryptography
                 and Security",
  URL =          "http://www.softcomputing.net/saman2.pdf",
  URL =          "http://arxiv.org/abs/cs/0405046",
  abstract =     "Security of computers and the networks that connect
                 them is increasingly becoming of great significance.
                 Computer security is defined as the protection of
                 computing systems against threats to confidentiality,
                 integrity, and availability. There are two types of
                 intruders: external intruders, who are unauthorised
                 users of the machines they attack, and internal
                 intruders, who have permission to access the system
                 with some restrictions. This chapter presents a soft
                 computing approach to detect intrusions in a network.
                 Among the several soft computing paradigms, we
                 investigated fuzzy rule-based classifiers, decision
                 trees, support vector machines, linear genetic
                 programming and an ensemble method to model fast and
                 efficient intrusion detection systems. Empirical
                 results clearly show that soft computing approach could
                 play a major role for intrusion detection.",
  notes =        "ACM-class: K.6.5 cs.CR/0405046",
  size =         "20 pages",
}

Genetic Programming entries for Ajith Abraham Ravi Jain

Citations