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Muhammad Ahmad Kaleem
Muhammad Ahmad Kaleem
Verified email at mail.utoronto.ca
Title
Cited by
Cited by
Year
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
242022
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
182022
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
122022
On Algorithms for Solving the Rubik's Cube
A Kaleem, A Kaleem
arXiv preprint arXiv:2007.10829, 2020
22020
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
12024
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
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