Abnormal traffic detection and its implementation

The 7th International Conference on Advanced Communication Technology, ICACT 2005

Volumn 1, Issue , 2005, Pages 246-250

  Lee, SooHyung ^a   Kim, HyunJu ^a   Na, JungChan ^a   Jang, JongSu ^a  

^a Electronic and Telecommnication Research Institute   (South Korea)

Author keywords

Attack Detection; Network Security; Traffic Analysis

Indexed keywords

ATTACK DETECTION; NETWORK SECURITY; TRAFFIC ANALYSIS; ABNORMAL TRAFFIC DETECTION; ANALYSIS MODELS; ANOMALY ANALYSIS; INTERNET USAGE; MALICIOUS TRAFFIC; PERFORMANCE DEGRADATION;

INTERNET; MATHEMATICAL MODELS; SECURITY OF DATA; SIGNAL DETECTION; TELECOMMUNICATION LINKS;

TELECOMMUNICATION TRAFFIC; NETWORK SECURITY;

EID: 33744996243     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Mukherjee, D. Heberlein, L. Levitt "Network Intrudion Detection", IEEE Network, May/June 1994, pp. 26-41.
2. D. Moore, V. Paxson, S. Savage, C. Shannon, S. Staniford and N. Weaver, "The Spread of the Sapphire/Slammer Worm", http://www.caida.org/out- reach/paper/2003/sapphire/sapphire.html
3. D. Moore, V. Paxson, S. Savage, C. Shannon, S. Staniford and N. Weaver, "Inside the Slammer worm", IEEE Security & Privacy Magazine, Jul/Aug 2003, pp. 33-39
4. C. Labovitz, A Ahuja, "Experimental Study of Internet Stability and Wide-Area Backbone Failures", http://www.eecs.umich.edu/techreports/cse/ 1998/CSE-TR-382-8.pdf
5. N. K. Groschwitz and G. C. Polyzos, "A Time Series Model of Long-Term NSFNET Backbone Traffic", Proceeding of IEEE Internation Conference on Communications, May 1994
6. Y. Shu, M. Yu, J. Liu, "Wireless Traffic Modeling and Prediction using Seasonal ARIMA Model", Proceeding of IEEE Internation Conference on Communications, May 11-15, 2003
7. P. Barford, J. Kline, D. Polka, A. Ron, "A Signal Analysis of Network Traffic Anomalies", IMW '02, Nov. 6-8, 2000
8. B. Chen, S. Peng, K. Wang, "Traffic Modeling., Prediction, and Congestion Control for High-Speed Networks: A Fuzzy AR Approach", IEEE Trans. on Fuzzy Systems, Oct. 2000
9. J. L. Hellerstein, F. Zhang, P. Shahabuddin, "A Statistical Approach to Predictive Detection", Computer Networks, vol. 35, pp. 77-95, 2001
10. F. Zhang, J. L. Hellerstein, "An Approach to On-Line Predictive Detection", In Proc. of 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, Aug. 29-Sep. 2, 2000
11. C. Zou, L. Gao, W. Gong, D. Towsley, "Monitoring and Early Warning for Internet Worms", In Proc. of the 10th ACM Conference on Computer and Communication Security, Oct. 2003
12. J. B. D. Cabrera, L. Lewis, X. Qin, C. Gutierrez, W. Lee, R. K. Mehra, "Proactive Intrusion Detection and Distributed Denial of Service Attacks - A Case Study in Security Management", Journal of Network and System Management, June 2002, pp. 224-254
13. J. Li, C. Manikopoulos, "Early Statistical Anomaly Intrusion Detection of DoS Attacks using MIB Traffic Parameters", Information Assurance Workshop 2003, June 2003, pp 53-59
14. G. Box, G. Jenkins, G. Reinsel, "Time Series Analysis", 3rd edition, Prentice Hall, 1994
15. K. H. Kwon, Y. G. Han, S. B. Jung, S. H. Kim, S. H. Lee, J. C. Na, "Early Warning Technique in Public Network by Using Traffic Analysis", Journal of Korea Institute of Information Security and Cryptography, Aug. 2004, pp 111-121
16. H. C. Jung, D. Y. Byun, "Tracing of DoS Attack by Traffic Analysis", KRCERT TR2003001, http://www.krcert.or.kr