Sierra Calanda Wyllie

According to our database, Sierra Calanda Wyllie authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Backdoor Detection Through Replicated Execution of Outsourced Training.

Hengrui Jia, Sierra Calanda Wyllie, Akram Bin Sediq, Ahmed Ibrahim, Nicolas Papernot

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2025

2024

Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias.

Sierra Calanda Wyllie, Ilia Shumailov, Nicolas Papernot

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

2023

Confidential-PROFITT: Confidential PROof of FaIr Training of Trees.

Ali Shahin Shamsabadi, Sierra Calanda Wyllie, Nicholas Franzese, Natalie Dullerud, Sébastien Gambs, Nicolas Papernot, Xiao Wang, Adrian Weller

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Washing The Unwashable : On The (Im)possibility of Fairwashing Detection.

Ali Shahin Shamsabadi, Mohammad Yaghini, Natalie Dullerud, Sierra Calanda Wyllie, Ulrich Aïvodji, Aisha Alaagib, Sébastien Gambs, Nicolas Papernot

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022