Publications
Export 5 results:
Nelson, B., M. Barreno, F J. Chi, A. D. Joseph, B. I. P. Rubinstein, U. Saini, C. Sutton, J. D. Tygar, and K. Xia,
"Misleading learners: Co- opting your spam filter",
Machine Learning in Cyber Trust: Security, Privacy, Reliability, In Press.
Rubinstein, B. I. P., B. Nelson, L. Huang, and A. D. Joseph,
"Compromising and Defending PCA-based Anomaly Detectors for Network-Wide Traffic",
SIGMETRICS/Performance, Seattle, WA, 2009.
Barreno, M., P. L. Bartlett, F J. Chi, A. D. Joseph, B. Nelson, B. I. P. Rubinstein, U. Saini, and J. D. Tygar,
"Open Problems in the Security of Learning ",
1st ACM Workshop on AlSec, Alexandria, VA, ACM, pp. 19-26, 2008.
Abstract
Rubinstein, B. I. P., B. Nelson, L. Huang, A. D. Joseph, S-hon. Lau, N. Taft, and J. D. Tygar,
"Evading Anomaly Detection through Variance Injection Attacks on PCA ",
11th International Symposium on Recent Advances in Intrusion Detection (RAID'08), Boston, MA, Springer-Verlag, pp. 394-395, 09/2008.
Abstract
Nelson, B., M. Barreno, F J. Chi, A. D. Joseph, B. I. P. Rubinstein, U. Saini, C. Sutton, J. D. Tygar, and K. Xia,
"Exploiting machine learning to subvert your spam filter",
1st Usenix Workshop on Large-Scale Exploits and Emergent Threats, San Francisco, CA, USENIX Association, 04/2008.
Abstract