Intrusion detection based on hidden Markov model

@inproceedings{citeulike:363251, abstract = {The intrusion detection technologies of the network security are researched, and the technologies of pattern recognition are used to intrusion detection. Intrusion detection rely on a wide variety of observable data to distinguish between legitimate and illegitimate activities. Hidden Markov Model (HMM) has been successfully used in speech recognition and some classification areas. Since Anomaly Intrusion Detection can be treated as a classification problem, some basic ideas have been proposed on using HMM to model normal behavior. The experiments have showed that the method based on HMM is effective to detect anomalistic behaviors.}, author = {Yin, Qing B. and Shen, Li R. and Zhang, Ru B. and Li, Xue Y. and Wang, Hui Q. }, citeulike-article-id = {365125}, journal = {Machine Learning and Cybernetics, 2003 International Conference on}, keywords = {intrusion\_detection, markov}, posted-at = {2005-10-26 05:11:21}, priority = {2}, title = {Intrusion detection based on hidden Markov model}, url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=1260114}, volume = {5}, year = {2003} }

TY - CONF ID - citeulike:363251 L3 - citeulike-article-id:365125 N2 - The intrusion detection technologies of the network security are researched, and the technologies of pattern recognition are used to intrusion detection. Intrusion detection rely on a wide variety of observable data to distinguish between legitimate and illegitimate activities. Hidden Markov Model (HMM) has been successfully used in speech recognition and some classification areas. Since Anomaly Intrusion Detection can be treated as a classification problem, some basic ideas have been proposed on using HMM to model normal behavior. The experiments have showed that the method based on HMM is effective to detect anomalistic behaviors. JF - Machine Learning and Cybernetics, 2003 International Conference on TI - Intrusion detection based on hidden Markov model VL - 5 KW - intrusion_detection KW - markov AU - Yin, Qing AU - Shen, Li AU - Zhang, Ru AU - Li, Xue AU - Wang, Hui PY - 2003/// UR - http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1260114 ER -