Mohammad Yaghini
Mohammad Yaghini
Research Assistant at CleverHans Lab, Vector Institute & University of Toronto
Verified email at - Homepage
Cited by
Cited by
Non-discriminatory machine learning through convex fairness criteria
N Goel, M Yaghini, B Faltings
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 116-116, 2018
Dataset inference: Ownership resolution in machine learning
P Maini, M Yaghini, N Papernot
arXiv preprint arXiv:2104.10706, 2021
Disparate vulnerability: On the unfairness of privacy attacks against machine learning
M Yaghini, B Kulynych, G Cherubin, C Troncoso
arXiv e-prints, arXiv: 1906.00389, 2019
Proof-of-learning: Definitions and practice
H Jia, M Yaghini, CA Choquette-Choo, N Dullerud, A Thudi, ...
2021 IEEE Symposium on Security and Privacy (SP), 1039-1056, 2021
SoK: Machine learning governance
V Chandrasekaran, H Jia, A Thudi, A Travers, M Yaghini, N Papernot
arXiv preprint arXiv:2109.10870, 2021
A human-in-the-loop framework to construct context-aware mathematical notions of outcome fairness
M Yaghini, A Krause, H Heidari
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 1023á…, 2021
A human-in-the-loop framework to construct context-dependent mathematical formulations of fairness
M Yaghini, H Heidari, A Krause
arXiv preprint arXiv:1911.03020, 1-25, 2019
Energy-aware optimization and mechanism design for cellular device-to-device local area networks
MN Soorki, M Yaghini, MH Manshaei, W Saad, H Saidi
2016 Annual Conference on Information Science and Systems (CISS), 309-314, 2016
Pipe overflow: Smashing voice authentication for fun and profit
S Ahmed, Y Wani, AS Shamsabadi, M Yaghini, I Shumailov, N Papernot, ...
arXiv preprint arXiv:2202.02751, 2022
Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility
M Yaghini, P Liu, F Boenisch, N Papernot
arXiv preprint arXiv:2302.09183, 2023
-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations
A Dziedzic, S Rabanser, M Yaghini, A Ale, MA Erdogdu, N Papernot
arXiv preprint arXiv:2207.12545, 2022
Washing The Unwashable: On The (Im) possibility of Fairwashing Detection
AS Shamsabadi, M Yaghini, N Dullerud, S Wyllie, U A´vodji, AAA Mkean, ...
Advances in Neural Information Processing Systems, 0
The system can't perform the operation now. Try again later.
Articles 1–12