Publications

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2009
Rubinstein, Benjamin I. P., Blaine Nelson, Ling Huang, & Anthony D. Joseph (2009).  Compromising and Defending PCA-based Anomaly Detectors for Network-Wide Traffic. SIGMETRICS/Performance.
2008
Xu, Wei, Ling Huang, Armando Fox, David Patterson, & Michael Jordan (2008).  Mining Console Logs for Large-Scale System Problem Detection. 3rd Workshop on Tackling System Problems with Machine Learning Techniques (SysML'08). 1-6. Abstract
Rubinstein, Benjamin I. P., Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Nina Taft, et al. (2008).  Evading Anomaly Detection through Variance Injection Attacks on PCA . 11th International Symposium on Recent Advances in Intrusion Detection (RAID'08). 394-395. Abstract
2007
Huang, Ling, Xuanlong Nguyen, Minos Garofalakis, J. M. Hellerstein, Michael Jordan, Anthony Joseph, et al. (2007).  Communication-Efficient Online Detection of Network-Wide Anomalies. INFOCOM 2007. 26th IEEE International Conference on Computer Communications. IEEE. Abstract
Huang, Ling, Xuanlong Nguyen, M. Garafalakis, J. M. Hellerstein, Michael Jordan, Anthony Joseph, et al. (2007).  Communication-Efficient Online Detection of Network-Wide Anomalies. INFOCOM 2007, 26th IEEE International Conference on Computer Communications. 134-142. Abstract
Huang, Ling, Xuanlong Nguyen, Minos Garofalakis, Michael Jordan, Anthony Joseph, & Nina Taft (2007).  In-Network PCA and Anomaly Detection. Abstract