Attacks Against Intrusion Detection Networks: Evasion, Reverse Engineering and Optimal Countermeasures

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

@PhdThesis{PhD_Thesis_Sergio_Pastrana,
  author =       "Sergio Pastrana Portillo",
  title =        "Attacks Against Intrusion Detection Networks: Evasion,
                 Reverse Engineering and Optimal Countermeasures",
  school =       "Computer Science and Technology, University of Carlos
                 III de Madrid",
  year =         "2014",
  address =      "Spain",
  month =        jun,
  note =         "UC3M Outstanding Thesis Award 2013/2014",
  keywords =     "genetic algorithms, genetic programming, Intrusion
                 detection networks, Security, Privacy, Anomaly
                 detection, Machine learning, Evasion, Reverse
                 engineering",
  URL =          "http://hdl.handle.net/10016/20020",
  URL =          "https://e-archivo.uc3m.es/handle/10016/20020",
  URL =          "http://www.seg.inf.uc3m.es/~spastran/phd/PhD_Thesis_Sergio_Pastrana.pdf",
  size =         "216 pages",
  abstract =     "Intrusion Detection Networks (IDNs) constitute a
                 primary element in current cyberdefense systems. IDNs
                 are composed of different nodes distributed among a
                 network infrastructure, performing functions such as
                 local detection --mostly by Intrusion Detection Syst",
  abstract =     "Las Redes de Deteccion de Intrusiones (IDNs, por sus
                 siglas en ingles) constituyen un elemento primordial de
                 los actuales sistemas de ciberdefensa. Una IDN esta
                 compuesta por diferentes nodos distribuidos a lo largo
                 de una infraestructura de red que realizan",
  notes =        "In English.

                 p57 'we use Genetic Programming (GP) [Koza, 1992] to
                 obtain an approximation of the decision surface of the
                 actual detection model at the core of the
                 IDS'

                 Supervised by Agustin Orfila and Juan E. Tapiador",
}

Genetic Programming entries for Sergio Pastrana Portillo

Citations