Publications

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2009
Armbrust, Michael, Armando Fox, Rean Griffith, Anthony D. Joseph, Randy Katz, Andy Konwinski, et al. (2009).  Above the Clouds: A Berkeley View of Cloud Computing. Abstract
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
Barreno, Marco, Peter L. Bartlett, Fuching Jack Chi, Anthony D. Joseph, Blaine Nelson, Benjamin I. P. Rubinstein, et al. (2008).  Open Problems in the Security of Learning . 1st ACM Workshop on AlSec. 19-26. 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
Nelson, Blaine, Marco Barreno, Fuching Jack Chi, Anthony D. Joseph, Benjamin I. P. Rubinstein, Udam Saini, et al. (2008).  Exploiting machine learning to subvert your spam filter. 1st Usenix Workshop on Large-Scale Exploits and Emergent Threats. Abstract
Barreno, Marco, Blaine Nelson, Anthony D. Joseph, & Doug Tygar (2008).  The security of machine learning. Machine Learning Journal (MLJ) Special Issue on Machine Learning in Adversarial Environments.