Publications

Hengrui Jia, Sierra Wyllie, Akram Bin Sediq, Ahmed A. Ibrahim, Nicolas Papernot (2024). Backdoor Detection Through Replicated Execution of Outsourced Training. In SaTML'25.

Sierra Wyllie, Ilia Shumailov, Nicolas Papernot (2024). Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias. In FAccT'24.

Ali Shahin Shamsabadi, Sierra Wyllie, Nicholas Franzese, Natalie Dullerud, Sébastien Gambs, Nicolas Papernot, Xiao Wang, Adrian Weller (2023). Confidential-PROFITT: Confidential PROof of FaIr Training of Trees. In ICLR'23.

Ali Shahin Shamsabadi, Mohammad Yaghini, Natalie Dullerud, Sierra Wyllie, Ulrich Aïvodji, Aisha Alaagib, Sébastien Gambs, Nicolas Papernot (2022). Washing The Unwashable : On The (Im)possibility of Fairwashing Detection. In NeurIPS'22.