• DocumentCode
    3218898
  • Title

    Information assurance through Kolmogorov complexity

  • Author

    Evans, Scott ; Bush, Stephen F. ; Hershey, John

  • Volume
    2
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    322
  • Abstract
    The problem of information assurance is approached from the point of view of Kolmogorov complexity and minimum message length criteria. Several theoretical results are obtained, possible applications are discussed and a new metric for measuring complexity is introduced. Utilization of Kolmogorov complexity like metrics as conserved parameters to detect abnormal system behavior is explored. Data and process vulnerabilities are put forward as two different dimensions of vulnerability that can be discussed in terms of Kolmogorov complexity. Finally, these results are utilized to conduct complexity-based vulnerability analysis
  • Keywords
    computational complexity; security of data; Kolmogorov complexity; abnormal system behavior; data vulnerabilities; information assurance; information security; metrics; minimum message length criteria; process vulnerabilities; Cryptography; Data security; Information security; Information systems; Invasive software; Monitoring; Performance evaluation; Research and development; System testing; Thermodynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    DARPA Information Survivability Conference & Exposition II, 2001. DISCEX '01. Proceedings
  • Conference_Location
    Anaheim, CA
  • Print_ISBN
    0-7695-1212-7
  • Type

    conf

  • DOI
    10.1109/DISCEX.2001.932183
  • Filename
    932183