Title :
Information assurance through Kolmogorov complexity
Author :
Evans, Scott ; Bush, Stephen F. ; Hershey, John
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;
Conference_Titel :
DARPA Information Survivability Conference & Exposition II, 2001. DISCEX '01. Proceedings
Conference_Location :
Anaheim, CA
Print_ISBN :
0-7695-1212-7
DOI :
10.1109/DISCEX.2001.932183