Predictive security model using data mining

GLOBECOM - IEEE Global Telecommunications Conference

Volumn 4, Issue , 2004, Pages 2208-2212

  Alampalayam, Sathishkumar P ^a   Kumar, Anup ^a  

^a University of Louisville   (United States)

Author keywords

Classification and Regression Trees (CART); Data Mining; Network Intrusion Detection

Indexed keywords

CLASSIFICATION AND REGRESSION TREES (CART); DETECTION RULES; INTRUSION DETECTION APPROACH (IDA); NETWORK INTRUSION DETECTION;

ALGORITHMS; COMPUTER NETWORKS; COMPUTER SIMULATION; DATA MINING; MATHEMATICAL MODELS; ONLINE SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS;

SECURITY OF DATA;

EID: 18144386873     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. W. Lee and W. Fan, "Mining System Audit Data: OpportunitiesandChallenges", SIGMOD Record, 2001.
2. Dokas, P., Ertoz, L., Kumar, V., Lazarevic, A., Srivastava, J., Tan, P.: "Data Mining for Network Intrusion Detection", Proc. NSF Workshop on Next Generation Data Mining, Baltimore, MD, November 2002.
3. C.Warrender, S.Forrest and B.Pearlmutter, " Detecting intrusions using system calls: Proceedings of the 1999 IEEE symposium on Security and Privacy, pp. 133-145,
4. W.Lee and S.Stolfo, "A Framework for Constructing Features and Models for Intrusion Detection Systems", ACM Transactions on Information and System Security, pp. 227-261, 2000.
5. Breiman, L., J.Friedman, R.Olshen, and C.Stone, Classification and Regression Trees, (1994), Pacific Grove:Wadsworth.
6. Hongmei Deng, Qing-An Zeng and Dharma P. Agrawal, "Network Intrusion Detection System using Random Projection Technique," Proceedings of the 2003 International Conference on Security and Management (SAM'03), Las Vegas, Nevada.
7. Sathish Alampalayam and Anup Kumar, "Adaptive Security Model for mobile agents in wireless networks", IEEE GlobeCom 2003.
8. GloMoSim http://pcl.cs.ucla.edu/projects/glomosim/
9. CART software at http://www.salford-systems.com/.
10. http://kdd.ics.uci.edu/databases/kddcup99.