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MINDS - Minnesota INtrusion Detection System

Filtering / Preprocessing / Known attack detection module. Summarization of attacks using association pattern analysis. Figure 1. Architecture of MINDS System.

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MINDS - Minnesota INtrusion Detection System | minds.cs.umn.edu Reviews
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Filtering / Preprocessing / Known attack detection module. Summarization of attacks using association pattern analysis. Figure 1. Architecture of MINDS System.
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MINDS - Minnesota INtrusion Detection System | minds.cs.umn.edu Reviews

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Filtering / Preprocessing / Known attack detection module. Summarization of attacks using association pattern analysis. Figure 1. Architecture of MINDS System.

INTERNAL PAGES

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1

Intrusion Detection

http://minds.cs.umn.edu/MINDS_people.htm

Current MINDS Team members:. Paul Dokas, System Administrator.

2

Intrusion Detection

http://minds.cs.umn.edu/MINDS_talks.htm

Vipin Kumar, MINDS: Data Mining Based Network Intrusion Detection System. Rome Labs, June 16, 2004. Aleksandar Lazarevic, Jaideep Srivastava, Vipin Kumar, Data Mining for Analysis of Rare Events: A Case Study in Security, Financial and Medical Applications. Tutorial at the Pacific-Asia Conference on Knowledge Discovery in Databases, Sydney, Australia, May 26, 2004. Third SIAM Conference on Data Mining, San Francisco, May 1, 2003. Vipin Kumar, Data Mining for Network Intrusion Detection. Proc NSF Workshop...

3

Intrusion Detection

http://minds.cs.umn.edu/intrusion_detection.htm

Links in Intrusion Detection. Academic Research related to Intrusion Detection. Columbia University - Project IDS: Intrusion Detection System. Georgia Institute of Technology - Cost-sensitive intrusion detection. George Mason university - Audit Data Analysis and Mining (ADAM). Mississippi State University - Intelligent Intrusion Detection (IIDS). Florida Institute of Technology - PHAD Project. University of California - Santa Barbara - State Transition Analysis Technique (STAT). MITRE Corporation, Inc.

4

MINDS - Minnesota INtrusion Detection System

http://minds.cs.umn.edu/MINDS.htm

Filtering / Preprocessing / Known attack detection module. Summarization of attacks using association pattern analysis. Figure 1. Architecture of MINDS System.

5

Intrusion Detection

http://minds.cs.umn.edu/MINDS_papers.htm

Ertoz, L., Eilertson, E.,. Lazarevic, A., Tan, P., Srivastava, J., Kumar, V., Dokas, P.: The MINDS - Minnesota Intrusion Detection System. Next Generation Data Mining, MIT Press, 2004". Varun Chandola, Eric Eilertson, Levent Ertoz, Gyorgy Simon and Vipin Kumar, Data Mining for Cyber Security. Data Warehousing and Data Mining Techniques for Computer Security, editor Anoop Singhal, Springer, 2006. Ertoz, L., Lazarevic, A., Eilertson, E.,. Proceedings 23rd Army Science Conference, Orlando, FL, December 2002.

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MINDS - Minnesota INtrusion Detection System

Filtering / Preprocessing / Known attack detection module. Summarization of attacks using association pattern analysis. Figure 1. Architecture of MINDS System.

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