Publications

Identifying Suspicious URLs: An Application of Large-Scale Online Learning
Justin Ma, Lawrence K. Saul, Stefan Savage, and Geoffrey M. Voelker,
Proceedings of the International Conference on Machine Learning (ICML), pages 681-688, Montreal, Quebec, June 2009.
Talk: [ODP] [PPT] [PDF]

Beyond Blacklists: Learning to Detect Malicious Web Sites from Suspicious URLs
Justin Ma, Lawrence K. Saul, Stefan Savage, and Geoffrey M. Voelker,
Proceedings of the ACM SIGKDD Conference, pages 1245-1253, Paris, France, June 2009.
Talk: [ODP] [PPT] [PDF]

Unexpected Means of Protocol Inference
Justin Ma, Kirill Levchenko, Christian Kreibich, Stefan Savage, and Geoffrey M. Voelker,
Proceedings of the ACM Internet Measurement Conference (IMC), Rio de Janeiro, Brazil, October 2006.

Finding Diversity in Remote Code Injection Exploits
Justin Ma, John Dunagan, Helen J. Wang, Stefan Savage, and Geoffrey M. Voelker,
Proceedings of the ACM Internet Measurement Conference (IMC), Rio de Janeiro, Brazil, October 2006.
[Talk]

Self-Stopping Worms
Justin Ma, Geoffrey M. Voelker, and Stefan Savage,
Proceedings of the ACM Workshop on Rapid Malcode (WORM), Fairfax, VA, November 2005.
[Talk]

Scalability, Fidelity, and Containment in the Potemkin Virtual Honeyfarm
Michael Vrable, Justin Ma, Jay Chen, David Moore, Erik Vandekieft, Alex C. Snoeren, Geoffrey M. Voelker, and Stefan Savage,
Proceedings of the 20th ACM Symposium on Operating System Principles (SOSP), Brighton, UK, October 2005.

Wireless Network Security and Interworking
Minho Shin, Justin Ma, Arunesh Mishra, and William A. Arbaugh,
Proceedings of the IEEE, Vol. 94, No. 2, February, 2006.