Machine Learning

Cunningham, R. K., Stevenson, C., Accurately Detecting Source Code of Attacks That Increase Privilege, RAID 2001 Proceedings, Davis, California, USA, pp. 104–116, October, 2001.
(Text Abstract) (Full Paper)

Cunningham, R. K., Reiser, A., Detecting Source Code of Attacks that Increase Privilege, RAID 2000 Proceedings, Toulouse, France, October 2–4, 2000.
(Text Abstract)

Dain, O. M., Cunningham, R. K., Building Scenarios from a Heterogeneous Alert Stream, IEEE Transactions on Systems, Man and Cybernetics, 2002.
(Text Abstract) (Full Paper)

Dain, O.M., Cunningham, R. K., Fusing a Heterogeneous Alert Stream into Scenarios, ACM Computer and Communications Security 2001. Philadelphia, Pennsylvania, USA, Nov. 5–8, 2001.
(Text Abstract) (Full Paper)

Dain, O., Boyer, S., Cunningham, R. K., IREP++, a Faster Rule Learning Algorithm, Proceedings of the 2004 SIAM International Conference on Data Mining.
(Text Abstract) (Full Paper)

Lippmann, R. P. and Cunningham, R. K., Using Key-String Selection and Neural Networks to Reduce False Alarms and Detect New Attacks with Sniffer-Based Intrusion Detection Systems. Second International Workshop on Recent Advances in Intrusion Detection (RAID 1999), West Lafayette, Indiana, 1999.
(Text Abstract)

Lippmann, R. P., Dan Wyschogrod, Seth E. Webster, Dan J. Weber, and Sam Gorton, Using Bottleneck Verification to Find Novel New Attacks with a Low False-Alarm Rate, First International Workshop on Recent Advances in Intrusion Detection, Louvain-la-Neuve, Belgium, 1998.
(Text Abstract)

Lippmann, R.P., Fried, D., Piwowarski, K., Streilein, W., Passive Operating System Identification from TCP/IP Packet Headers. in Proceedings Workshop on Data Mining for Computer Security (DMSEC), 2003.
(Text Abstract) (Full Paper)

 

To apply for a position, visit Employment Opportunities and select 06-62 Information Systems Technology in the Group drop-down box.

top of page