An Intrusion Detection Based on Markov Model
This paper presents an Intrusion detection technique through anomaly-detection, and proposes Modeling algorithm using training data and anomaly detection model. In this technique, a Markov-chain model is founded based on the characteristic pattern, which is a subsequence of system calls if this sequence satisfies the certain support degree. Experiments show that the method with high detection rate and low false alarm rate is valuable to intrusion detection.
H. S. Li, "An Intrusion Detection Based on Markov Model", Advanced Materials Research, Vols. 268-270, pp. 988-993, 2011