Increasing the Cost of Model Extraction with Calibrated Proof of Work A Dziedzic, MA Kaleem, YS Lu, N Papernot 10th International Conference on Learning Representations, 2022 | 25 | 2022 |
On the Difficulty of Defending Self-Supervised Learning against Model Extraction A Dziedzic, N Dhawan, MA Kaleem, J Guan, N Papernot 39th International Conference on Machine Learning, 2022 | 19 | 2022 |
Dataset inference for self-supervised models A Dziedzic, H Duan, MA Kaleem, N Dhawan, J Guan, Y Cattan, ... Advances in Neural Information Processing Systems 35, 12058-12070, 2022 | 13 | 2022 |
Memorization in self-supervised learning improves downstream generalization W Wang, MA Kaleem, A Dziedzic, M Backes, N Papernot, F Boenisch arXiv preprint arXiv:2401.12233, 2024 | 2 | 2024 |
On Algorithms for Solving the Rubik's Cube A Kaleem, A Kaleem arXiv preprint arXiv:2007.10829, 2020 | 2 | 2020 |
Robust and Actively Secure Serverless Collaborative Learning N Franzese, A Dziedzic, CA Choquette-Choo, MR Thomas, MA Kaleem, ... Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
Subset Adaptive Relaying for Streaming Erasure Codes MA Kaleem, GK Facenda, A Khisti arXiv preprint arXiv:2401.15056, 2024 | | 2024 |
Private Multi-Winner Voting for Machine Learning A Dziedzic, CA Choquette-Choo, N Dullerud, VM Suriyakumar, ... arXiv preprint arXiv:2211.15410, 2022 | | 2022 |