Gabriela Cretu, PhD student

Publications

Conference and Workshop Publications

Gabriela F. Cretu-Ciocarlie, Angelos Stavrou, Michael E. Locasto and Salvatore J. Stolfo, "Adaptive Anomaly Detection via Self-Calibration and Dynamic Updating". To appear in the 12th International Symposium On Recent Advances In Intrusion Detection, September 2009, Saint-Malo, Brittany,France

Gabriela F. Cretu-Ciocarlie, Mihai Budiu, and Moises Goldszmidt, "Hunting for problems with Artemis". In the Proceedings of the 1st USENIX Workshop on the Analysis of System Logs (WASL), December 2008, San Diego, California.

Michael E. Locasto, Angelos Stavrou, Gabriela F. Cretu, Angelos D. Keromytis, and Salvatore J. Stolfo, "Return Value Predictability for Self-Healing". In the Proceedings of the 3rd International Workshop on Security (IWSEC), November 2008, Kagawa, Japan.

Gabriela F. Cretu, Angelos Stavrou, Michael E. Locasto, Salvatore J. Stolfo, and Angelos D. Keromytis, "Casting out Demons: Sanitizing Training Data for Anomaly Sensors". In the Proceedings of the IEEE Symposium on Security & Privacy, May 2008, Oakland, CA.

Gabriela F. Cretu, Angelos Stavrou, Michael E. Locasto, Salvatore J. Stolfo, "Extended Abstract: Online Training and Sanitization of AD Systems", NIPS Workshop on Machine Learning in Adversarial Environments for Computer Security, December 2007, Vancouver, B.C., Canada.

Gabriela F. Cretu, Angelos Stavrou, Salvatore J. Stolfo, Angelos D. Keromytis, Data Sanitization: Improving the Forensic Utility of Anomaly Detection Systems, In the Proceedings of the Third Workshop on Hot Topics in System Dependability , June 2007, Edinburgh, UK

Michael E. Locasto, Angelos Stavrou, Gabriela F. Cretu, and Angelos D. Keromytis, From STEM to SEAD: Speculative Execution for Automated Defense, In the Proceedings of the USENIX Annual Technical Conference. June 2007, Santa Clara, CA.

Gabriela F. Cretu, Janak J. Parekh, Ke Wang, Salvatore J. Stolfo, Intrusion and Anomaly Detection Model Exchange for Mobile Ad-Hoc Networks, In the Proceeding of the IEEE Consumer Communications and Networking Conference, January 2006, Las Vegas, NV.

Ke Wang, Gabriela Cretu, Salvatore J. Stolfo, Anomalous Payload-based Worm Detection and Signature Generation, In the Proceeding of the 8th International Symposium of Recent Advances in Intrusion Detection, April 2005, Seattle, WA

Technical Reports

Michael E. Locasto, Gabriela F. Cretu, Shlomo Hershkop and Angelos Stavrou, Post-Patch Retraining for Host-Based Anomaly Detection,Tech Report CUCS-035-07, Department of Computer Science, Columbia University, October 2007.

Ted Habeck, Larry Koved, Orlando Marquez, Vugranam C. Sreedhar, Michael Steiner, Wietse Venema, Samuel Weber, Gabriela F. Cretu and Krishnaprasad Vikram, Experiences With Building Security Checking and Understanding Tool, Technical Paper RC24243, IBM Research, April 2007

Michael E. Locasto, Gabriela F. Cretu, Angelos Stavrou, and Angelos D. Keromytis, A Model for Automatically Repairing Execution Integrity,Tech Report CUCS-005-07, Department of Computer Science, Columbia University, January 2007.

Michael E. Locasto, Angelos Stavrou, Gabriela F. Cretu, Angelos D. Keromytis and Salvatore J. Stolfo, Quantifying Application Behavior Space for Detection and Self-Healing, Tech Report CUCS-017-06, Department of Computer Science, Columbia University, April 2006.