Using hidden markov models to evaluate the real-time risks of network

2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008

Volumn , Issue , 2008, Pages 490-493

  Tan, Xiaobin ^a   Zhang, Yong ^a   Cui, Xiaolin ^a   Xi, Hongsheng ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Continuous time hidden Markov model; Multi perceptive evaluation; Real time risk management

Indexed keywords

CONTINUOUS TIME; CONTINUOUS TIME HIDDEN MARKOV MODEL; INTEGRATED ANALYSIS; MULTI-PERCEPTIVE EVALUATION; NETWORK ENVIRONMENTS; QUANTITATIVE ANALYSIS; REAL-TIME RISK MANAGEMENT; RISK EVALUATION; RISK PREDICTIONS; SAFETY MEASURES; SIMULATION RESULT; SYSTEM RISK; SYSTEM SECURITY; THREE PHASIS;

CONTINUOUS TIME SYSTEMS; DECISION MAKING; HIDDEN MARKOV MODELS; KNOWLEDGE ACQUISITION; OBJECT RECOGNITION; RISK ASSESSMENT; RISK MANAGEMENT; SAFETY FACTOR; WAVELET TRANSFORMS;

RISK ANALYSIS;

EID: 67649682148     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/KAMW.2008.4810531     Document Type: Conference Paper

References (10)

1. Zhang, Yong; Tan, Xiaobin; Xi, Hongsheng; Zhao, Xin; "Real-time risk management based on time series analysis", Proceedings of the 7th World Congress on Intelligent Control and Automation, WCICA'08, 2008, p 2518-2523
2. Yong, Zhang; Xiaobin, Tan; Hongsheng, Xi, "A novel approach to network security situation awareness based on multi-perspective analysis," Proceedings - 2007 International Conference on Computational Intelligence and Security, CIS 2007, 2007, p 768-772
3. A. Gehani and G. Kedem, "Rheostat: Real-time risk management," In Proceedings of the 7th International Symposium on Recent Advances in Intrusion Detection, RAID 2004, Sophia Antipolis, France, September 15-17, 2004, pp. 296-314. Springer, 2004.
4. ISO/IEC 17799-2000 Information security management -Part 1:Code of practice for information security management ISO/IEC 17799:2005/Cor 1:2007
5. Bass T, "Intrusion Detection Systems and Multi-sensor Data Fusion :Creating Cyberspace Situation Awareness", Communications of the ACM
6. A. Arnes, K. Sallhammar and K. Haslum et., "Real-time risk assessment with network sensors and intrusion detection systems," 2005 International Conference on Computational Intelligence and Security (CIS 2005), pp. 388-397 December 2005.
7. K. Haslum and A. Arnes, "Multisensor Real-time Risk Assessment using Continuous-time Hidden Markov Models", 2006 International Conference on Computational Intelligence and Security (CIS 2006), pp.153-1540, November 2006.
8. A. Arnes, F. Valeur and G. Vigna et., "Using hidden markov models to evaluate the risk of intrusions," In Proceedings of the 9th International Symposium on Recent Advances in Intrusion Detection, RAID 2006, Hamburg, Germany, September 2006.
9. Lawrence R. Rabiner, "A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition," Proceedings of the IEEE, 77 (2), p. 257-286, February 1989.
10. Hidden Markov Model (HMM) Toolbox for Matlab, Written by Kevin Murphy, 1998. Last updated, 8 June 2005.