Using Code Bloat to Obfuscate Evolved Network Traffic

Created by W.Langdon from gp-bibliography.bib Revision:1.4524

  author =       "Patrick LaRoche and Nur Zincir-Heywood and 
                 Malcolm Heywood",
  title =        "Using Code Bloat to Obfuscate Evolved Network
  booktitle =    "EvoCOMNET",
  year =         "2010",
  editor =       "Cecilia {Di Chio} and Anthony Brabazon and 
                 Gianni A. {Di Caro} and Marc Ebner and Muddassar Farooq and 
                 Andreas Fink and Jorn Grahl and Gary Greenfield and 
                 Penousal Machado and Michael O'Neill and 
                 Ernesto Tarantino and Neil Urquhart",
  volume =       "6025",
  series =       "LNCS",
  pages =        "101--110",
  address =      "Istanbul",
  month =        "7-9 " # apr,
  organisation = "EvoStar",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-12241-5",
  DOI =          "doi:10.1007/978-3-642-12242-2_11",
  abstract =     "In this work, we investigate the ability of genetic
                 programming techniques to evolve valid network
                 patterns, while avoiding detectability by obfuscating
                 the intent of the traffic. In order to validate our
                 system's capabilities, we choose to evolve a port scan
                 attack while running the packets through an Intrusion
                 Detection System (IDS). In turn, the evolutionary
                 process uses feedback such that it minimizes the alarms
                 raised while port scanning across a network range.
                 Results build off of previous work allow us to further
                 analyse and understand what the role of introns, code
                 bloat, play in the systems ability to reduce the
                 detectability of it malicious behaviour.",
  notes =        "Cited by \cite{Petke:2016:GI}

                 EvoCOMNET'2010 held in conjunction with EuroGP'2010
                 EvoCOP2010 EvoBIO2010",

Genetic Programming entries for Patrick LaRoche Nur Zincir-Heywood Malcolm Heywood