Blaine Nelson
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
7
Active years
2006–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | IJCNLP | Large Language Models Encode Semantics and Alignment in Linearly Separable Representations. | Baturay Saglam, Paul Kassianik, Blaine Nelson, Sajana Weerawardhena, Yaron Singer, Amin Karbasi |
| 2014 | ALT | Robust and Private Bayesian Inference. | Christos Dimitrakakis, Blaine Nelson, Aikaterini Mitrokotsa, Benjamin I. P. Rubinstein |
| 2013 | CCS | Summary/overview for artificial intelligence and security (AISec'13). | Blaine Nelson, Christos Dimitrakakis, Elaine Shi |
| 2012 | CCS | Fifth ACM workshop on artificial intelligence and security (AISec 2012). | Alvaro A. Crdenas, Blaine Nelson, Benjamin I. P. Rubinstein |
| 2012 | ICML | Poisoning Attacks against Support Vector Machines. | Battista Biggio, Blaine Nelson, Pavel Laskov |
| 2011 | CCS | Adversarial machine learning. | Ling Huang, Anthony D. Joseph, Blaine Nelson, Benjamin I. P. Rubinstein, J. D. Tygar |
| 2011 | CCS | Understanding the risk factors of learning in adversarial environments. | Blaine Nelson, Battista Biggio, Pavel Laskov |
| 2009 | IMC | ANTIDOTE: understanding and defending against poisoning of anomaly detectors. | Benjamin I. P. Rubinstein, Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Satish Rao, Nina Taft, J. D. Tygar |
| 2008 | CCS | Open problems in the security of learning. | Marco Barreno, Peter L. Bartlett, Fuching Jack Chi, Anthony D. Joseph, Blaine Nelson, Benjamin I. P. Rubinstein, Udam Saini, J. Doug Tygar |
| 2008 | NSDI | Exploiting Machine Learning to Subvert Your Spam Filter. | Blaine Nelson, Marco Barreno, Fuching Jack Chi, Anthony D. Joseph, Benjamin I. P. Rubinstein, Udam Saini, Charles Sutton, J. Doug Tygar, Kai Xia |
| 2008 | RAID | Evading Anomaly Detection through Variance Injection Attacks on PCA. | Benjamin I. P. Rubinstein, Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Nina Taft, J. Doug Tygar |
| 2007 | ICML | Revisiting probabilistic models for clustering with pair-wise constraints. | Blaine Nelson, Ira Cohen |
| 2006 | CCS | Can machine learning be secure? | Marco Barreno, Blaine Nelson, Russell Sears, Anthony D. Joseph, J. D. Tygar |