Research Interests
Papers
- On the Exploitability of Audio Machine Learning Pipelines to Surreptitious Adversarial Examples
Adelin Travers, Lorna Licollari, Guanghan Wang, Varun Chandrasekaran, Adam Dziedzic, David Lie, Nicolas Papernot
@article{adelin2021on, author = {Travers, Adelin and Licollari, Lorna and Wang, Guanghan and Chandrasekaran, Varun and Dziedzic, Adam and Lie, David and Papernot, Nicolas}, title = {On the Exploitability of Audio Machine Learning Pipelines to Surreptitious Adversarial Examples}, year = {2021} }
- CaPC Learning: Confidential and Private Collaborative Learning
Christopher A. Choquette-Choo, Natalie Dullerud, Adam Dziedzic, Yunxiang Zhang, Somesh Jha, Nicolas Papernot, Xiao Wang
In Proceedings of the 9th International Conference on Learning Representations@inproceedings{christopher2021capc, author = {Choquette-Choo, Christopher A. and Dullerud, Natalie and Dziedzic, Adam and Zhang, Yunxiang and Jha, Somesh and Papernot, Nicolas and Wang, Xiao}, booktitle = {Proceedings of the 9th International Conference on Learning Representations}, title = {CaPC Learning: Confidential and Private Collaborative Learning}, year = {2021} }