CNLP - Research Projects

A Context, Role, and Semantics Based Approach for Countering Malicious Insider Threats

Description
Development of a Semantic Analysis Monitor to measure the extent to which incoming and outgoing communications as well as documents accessed and produced are appropriate for the assigned task of technical analysts.

Project Period
2003-2005

Sponsor
ARDA

Presentations

Improved Document Representation for Classification Tasks for the Intelligence Community
Ozgur Yilmazel, Svetlana Symonenko, Elizabeth D. Liddy, Niranjan Balasubramanian
AAAI 2005 Spring Symposium, Stanford, CA
3/22/2005. View Presentation

Leveraging One-Class SVM and Semantic Analysis to Detect Anomalous Content
Ozgur Yilmazel
IEEE ISI 2005 Intelligence and Security Informatics, Atlanta, Georgia
5/19/2005. View Presentation

Publications

Yilmazel, O. Symonenko, S., Balasubramanian, N., Liddy, E.D 2005. Improved Document Representation for Classification Tasks for the Intelligence Community, Proceedings of the 2005 AAAI Spring Symposium Series
View Article