MINDS Papers

 

Home

 

People

 

Papers

 

Presentations

 

Links

 

 

 

 

 

 

Book Chapters

         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

 Conference papers

         Ertoz, L., Lazarevic, A.,  Eilertson, E., Lazarevic, A., Tan, P., Dokas, P., Kumar, V., Srivastava, J.: Protecting Against Cyber Threats in Networked Information Systems, SPIE Annual Symposium on AeroSense, Battlespace Digitization and Network Centric Systems III, April, 2003, Orlando, FL.

         Lazarevic, A., Ertoz, L., Ozgur, A, Srivastava, J., Kumar, V.: A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection, Proceedings of Third SIAM Conference on Data Mining, San Francisco, May. 2003.

         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.

         Lazarevic, A., Dokas, P., Ertoz, L., Kumar, V., Srivastava, J., Tan, P.: Cyber Threat Analysis - A Key Enabling Technology for the Objective Force (A Case Study in Network Intrusion Detection), Proceedings 23rd Army Science Conference, Orlando, FL, December 2002.

         Ertoz, L., Eilertson, E., Lazarevic, A., Tan, P., Dokas, P., Srivastava, J., Kumar, V.: Detection and Summarization of Novel Network Attacks Using Data Mining, Technical Report, 2003.

         Varun Chandola and Vipin Kumar, Summarization - Compressing Data into an Informative Representation. Proceedings of 5th International Conference on Data Mining (ICDM), 2005.

         Gyorgy Simon,Hui Xiong, Eric Eilertson, and Vipin Kumar, Scan Detection - A Data Mining Approach, SIAM International Conf. on Data Mining (SDM), 2006.

         Gyorgy Simon, Vipin Kumar and Zhi-Li Zhang, Estimating False Negatives for Classification Problems with Cluster Structure, Accepted to SIAM International Conference on Data Mining (SDM), 2007.

Journal papers

         Varun Chandola and Vipin Kumar, Summarization - Compressing Data into an Informative Representation. In Knowledge Discovery and Information Systems (KAIS), 2006.

         Vipin Kumar, Parallel and Distributed Computing for Cybersecurity, IEEE Distributed Systems Online, vol. 6, no. 10, 2005.

Technical Reports

         Levent Ertoz, Eric Eilertson, Paul Dokas, Vipin Kumar and Kerry Long, Scan Detection -- Revisited.  Technical report AHPCRC 127, University of Minnesota -- Twin Cities, 2004.

         Mark Shaneck, Varun Chandola, Haiyang Liu, Changho Choi, Gyorgy Simon, Eric Eilertson, Yongdae Kim, Zhi-li Zhang, Jaideep Srivastava, and Vipin Kumar, A Multi-Step Framework for Detecting Attack Scenarios, CS Technical Report 06-004, 2006, Computer Science Department, University of Minnesota