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Mohammad Yaghini
Mohammad Yaghini
Research Assistant at CleverHans Lab, Vector Institute & University of Toronto
Verified email at mail.utoronto.ca - Homepage
Title
Cited by
Cited by
Year
Non-discriminatory machine learning through convex fairness criteria
N Goel, M Yaghini, B Faltings
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
752018
Disparate Vulnerability: on the Unfairness of Privacy Attacks Against Machine Learning
M Yaghini, B Kulynych, C Troncoso
arXiv preprint arXiv:1906.00389, 2019
342019
Dataset inference: Ownership resolution in machine learning
P Maini, M Yaghini, N Papernot
arXiv preprint arXiv:2104.10706, 2021
312021
Proof-of-Learning: Definitions and Practice
H Jia, M Yaghini, CA Choquette-Choo, N Dullerud, A Thudi, ...
arXiv preprint arXiv:2103.05633, 2021
292021
SoK: Machine learning governance
V Chandrasekaran, H Jia, A Thudi, A Travers, M Yaghini, N Papernot
arXiv preprint arXiv:2109.10870, 2021
82021
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, 2019
72019
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
62021
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
32016
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
12022
-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
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
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Articles 1–11