802.11 Network Intrusion Detection using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{laroche:gecco05ws,
  author =       "Patrick LaRoche and A. Nur Zincir-Heywood",
  title =        "802.11 Network Intrusion Detection using Genetic
                 Programming",
  booktitle =    "Genetic and Evolutionary Computation Conference
                 {(GECCO2005)} workshop program",
  year =         "2005",
  month =        "25-29 " # jun,
  editor =       "Franz Rothlauf and Misty Blowers and 
                 J{\"u}rgen Branke and Stefano Cagnoni and Ivan I. Garibay and 
                 Ozlem Garibay and J{\"o}rn Grahl and Gregory Hornby and 
                 Edwin D. {de Jong} and Tim Kovacs and Sanjeev Kumar and 
                 Claudio F. Lima and Xavier Llor{\`a} and 
                 Fernando Lobo and Laurence D. Merkle and Julian Miller and 
                 Jason H. Moore and Michael O'Neill and Martin Pelikan and 
                 Terry P. Riopka and Marylyn D. Ritchie and Kumara Sastry and 
                 Stephen L. Smith and Hal Stringer and 
                 Keiki Takadama and Marc Toussaint and Stephen C. Upton and 
                 Alden H. Wright",
  publisher =    "ACM Press",
  address =      "Washington, D.C., USA",
  keywords =     "genetic algorithms, genetic programming",
  pages =        "170--171",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco2005wks/papers/0170.pdf",
  abstract =     "Genetic Programming (GP) based Intrusion Detection
                 Systems (IDS) use connection state network data during
                 their training phase. These connection states are
                 recorded as a set of features that the GP uses to train
                 and test solutions which allow for the efficient and
                 accurate detection of given attack patterns. However,
                 when applied to a 802.11 network that is faced with
                 attacks specific to the 802.11 protocol, the GP's
                 detection rate reduces dramatically. We discuss what
                 causes this effect, and what can be done to improve
                 GP's performance on 802.11 networks.",
  notes =        "Distributed on CD-ROM at GECCO-2005. ACM
                 1-59593-097-3/05/0006",
}

Genetic Programming entries for Patrick LaRoche Nur Zincir-Heywood

Citations