IEEE - Institute of Electrical and Electronics Engineers, Inc. - An Application of Learning Problem in Anomaly-based Intrusion Detection Systems

Second International Conference on Availability, Reliability and Security (ARES'07)

Author(s): V.G. Jecheva ; E.P. Nikolova
Sponsor(s): ENISA
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2007
Conference Location: Vienna, Austria
Conference Date: 10 April 2007
Page(s): 853 - 860
ISBN (Paper): 0-7695-2775-2
DOI: 10.1109/ARES.2007.35
Regular:

The present paper introduces an approach to anomaly-based intrusion detection using the hidden Markov models (HMM) and the BCJR decoding algorithm. The main idea is to distinguish the normal... View More

Advertisement