Publications
-
Tracking Dynamic Sources of Malicious Activity at Internet-Scale [pdf]
with Avrim Blum, Dawn Song, Subhabrata Sen and Oliver Spatscheck
In Proceedings of Neural Information Processing Systems (NIPS) 2009, December 2009
-
Limits of Learning-based Signature Generation with Adversaries[pdf]
with Avrim Blum and Dawn Song
In Network and Distributed Systems Security Symposium (NDSS) 2008, February 2008
- Exploiting Network Structure for Proactive Spam Mitigation [pdf]
with Subhabrata Sen, Oliver Spatscheck, Patrick Haffner and Dawn Song
In Usenix Security 2007, August 2007
- Detecting Stealthy Attacks Using Online Histograms [pdf]
with Yan Gao, Yao Zhao, Robert Schweller, Yan Chen, Dawn Song and Ming-Yang Kao
In International Workshop on Quality of Service (IWQoS '07), June 2007
- FiG: Automatic Fingerprint Generation [pdf]
with Juan Caballero, Pongsin Poosankam, Min Gyung Kang, Dawn Song and Avrim Blum
In Network and Distributed Systems Security Symposium (NDSS) 2007, February 2007
- Black-box Anomaly Detection: Is it Utopian? [pdf]
with Juan Caballero, Dawn Song, Avrim Blum and Jennifer Yates.
In Fifth Workshop on Hot Topics in Networking (HotNets-V), 2006
- New Streaming Algorithms for Fast Detection of Superspreaders [ps]
with Dawn Song, Phillip Gibbons and Avrim Blum.
In Network and Distributed Systems Security Symposium (NDSS), February 2005
- Detection of Interactive
Stepping Stones. [pdf]
with
Avrim Blum and Dawn Song
In Recent Advances in Intrusion Detection (RAID), September 2004
- Efficient Algorithms for Factored
MDPs. [ps]
with
Carlos Guestrin, Daphne Koller and Ronald Parr.
In Journal of Artificial Intelligence (JAIR), Volumer 19, pp 399-468, 2003.
Winner of 2007 IJCAI-JAIR Best Paper Award. (Awarded to an outstanding paper published in JAIR in the preceding 5 calendar years)
- Context-Specific Multiagent Coordination
and Planning With Factored MDPs. [pdf]
with Carlos Guestrin and Daphne
Koller. AAAI-2002, July 2002.
- Previous version [pdf] in AAAI Spring Symposium on Collaborative
and Learning Agents, March 2002.
- My undergraduate honors thesis
version [pdf], June 2002.
- Incentive Mechanisms for Smoothing Out a Focused Demand
for Network Resources. [pdf]
with Kevin Leyton-Brown, Ryan Porter, Balaji Prabhakar
and Yoav Shoham
Computer Communications 26, 2003.
- Short version [ps] in ACM
Conference on Electronic Commerce, October 2001.
Talks
Coming soon!
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