• DocumentCode
    1996900
  • Title

    Component Based Information Network for Computer Security

  • Author

    Ortiz, Javier ; Tomelden, J. ; Beheshti, M. ; Kowalski, Karol ; Han, Jinguang

  • fYear
    2009
  • fDate
    27-29 April 2009
  • Firstpage
    467
  • Lastpage
    469
  • Abstract
    At California State University Dominguez Hills, the Computer Science Department has created the "Computer Security Research Lab" (CSRL) to research and analyze ways to improve computer security at the network level. JACED is a program that will improve network and computer security. JACED will use data from sensors and mine the information to improve firewalls and detect new attacks. The sensors are equipped with the Snort Intrusion Detection System. Snort will sniff at traffic to detect malicious activity according to snort rules. The alerts generated by snort are stored in a data base, which will be mined using See5. See5 is a data mining tool used to detect patterns and display results as classifiers in rule sets or decision tree. Using this data mining strategy, JACED will try to predict harmful traffic to and from a network and predict new malicious attacks. JACED will then analyze format and sort the rules sets from the data mining results and convert them into firewall rules to prevent attacks.
  • Keywords
    authorisation; computer networks; data mining; database management systems; decision trees; information networks; pattern classification; telecommunication computing; telecommunication security; telecommunication traffic; JACED; See5; computer security; data base system; data mining; decision tree; firewall; information network; pattern classifier; snort intrusion detection system; Classification tree analysis; Computer security; Data mining; Database systems; Decision trees; Displays; Information technology; Intrusion detection; Network servers; Telecommunication traffic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology: New Generations, 2009. ITNG '09. Sixth International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4244-3770-2
  • Electronic_ISBN
    978-0-7695-3596-8
  • Type

    conf

  • DOI
    10.1109/ITNG.2009.333
  • Filename
    5070662