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2009 International Joint Conference on Computational Sciences and Optimization
Applications of HMM in Protocol Anomaly Detection
Sanya, Hainan, China
April 24-April 26
ISBN: 978-0-7695-3605-7
| ASCII Text | x | ||
| Jing Zhao, HouKuan Huang, ShengFeng Tian, Xiang Zhao, "Applications of HMM in Protocol Anomaly Detection," 2012 Fifth International Joint Conference on Computational Sciences and Optimization, vol. 2, pp. 347-349, 2009 International Joint Conference on Computational Sciences and Optimization, 2009. | |||
| BibTex | x | ||
| @article{ 10.1109/CSO.2009.51, author = {Jing Zhao and HouKuan Huang and ShengFeng Tian and Xiang Zhao}, title = {Applications of HMM in Protocol Anomaly Detection}, journal ={2012 Fifth International Joint Conference on Computational Sciences and Optimization}, volume = {2}, year = {2009}, isbn = {978-0-7695-3605-7}, pages = {347-349}, doi = {http://doi.ieeecomputersociety.org/10.1109/CSO.2009.51}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2012 Fifth International Joint Conference on Computational Sciences and Optimization TI - Applications of HMM in Protocol Anomaly Detection SN - 978-0-7695-3605-7 SP347 EP349 A1 - Jing Zhao, A1 - HouKuan Huang, A1 - ShengFeng Tian, A1 - Xiang Zhao, PY - 2009 KW - HMM KW - IDS VL - 2 JA - 2012 Fifth International Joint Conference on Computational Sciences and Optimization ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CSO.2009.51
A protocol anomaly detection model based on Hidden Markov Model (HMM) is given in this work which can verify normal and abnormal traffic. Then we demonstrate the model's correctness and effectiveness by using MIT Lincoln Laboratory 1999 DARPA Intrusion Detection Evaluation Data Set.
Index Terms:
HMM, IDS
Citation:
Jing Zhao, HouKuan Huang, ShengFeng Tian, Xiang Zhao, "Applications of HMM in Protocol Anomaly Detection," cso, vol. 2, pp.347-349, 2009 International Joint Conference on Computational Sciences and Optimization, 2009
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