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Mohammad Yaghini · SciRah

Researcher profile · Semantic Scholar

Mohammad Yaghini

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Mohammad Yaghini — researcher profile on SciRah

h-index: 11
Works: 23
Citations: 794

Most-cited papers

Dataset Inference: Ownership Resolution in Machine Learning
Pratyush Maini, Mohammad Yaghini, Nicolas Papernot
2021International Conference on Learning Representations181 citations
Semantic Scholar
Proof-of-Learning: Definitions and Practice
Hengrui Jia, Mohammad Yaghini, Christopher A. Choquette-Choo, Natalie Dullerud +3 more
2021IEEE Symposium on Security and Privacy151 citations
Semantic Scholar
Non-Discriminatory Machine Learning through Convex Fairness Criteria
Naman Goel, Mohammad Yaghini, B. Faltings
2018AAAI Conference on Artificial Intelligence104 citations
Semantic Scholar
On the Privacy Risk of In-context Learning
Haonan Duan, Adam Dziedzic, Mohammad Yaghini, Nicolas Papernot +1 more
2024arXiv.org75 citations
Semantic Scholar
Disparate Vulnerability to Membership Inference Attacks
B. Kulynych, Mohammad Yaghini, Giovanni Cherubin, Michael Veale +1 more
2019Proceedings on Privacy Enhancing Technologies59 citations Open access
Semantic Scholar
Disparate Vulnerability: on the Unfairness of Privacy Attacks Against Machine Learning
Mohammad Yaghini, B. Kulynych, C. Troncoso
2019arXiv.org41 citations
Semantic Scholar
The effect of strong ambient winds on the efficiency of solar updraft power towers: A numerical case study for Orkney
Naeimeh Jafarifar, Mohammad Matin Behzadi, Mohammad Yaghini
2019Renewable Energy34 citations Open access
Semantic Scholar
Proof-of-Learning is Currently More Broken Than You Think
Cong Fang, Hengrui Jia, Anvith Thudi, Mohammad Yaghini +4 more
2022European Symposium on Security and Privacy28 citations Open access
Semantic Scholar
A Human-in-the-loop Framework to Construct Context-aware Mathematical Notions of Outcome Fairness
Mohammad Yaghini, A. Krause, Hoda Heidari
2019AAAI/ACM Conference on AI, Ethics, and Society26 citations Open access
Semantic Scholar
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection
A. Shamsabadi, Mohammad Yaghini, Natalie Dullerud, Sierra Wyllie +4 more
2022Neural Information Processing Systems24 citations
Semantic Scholar
SoK: Machine Learning Governance
Varun Chandrasekaran, Hengrui Jia, Anvith Thudi, Adelin Travers +2 more
2021arXiv.org22 citations
Semantic Scholar
Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility
Mohammad Yaghini, Patty Liu, Franziska Boenisch, Nicolas Papernot
2023arXiv.org11 citations Open access
Semantic Scholar
On the Fundamental Limits of Formally (Dis)Proving Robustness in Proof-of-Learning
Cong Fang, Hengrui Jia, Anvith Thudi, Mohammad Yaghini +4 more
2022arXiv.org7 citations Open access
Semantic Scholar
Tubes Among Us: Analog Attack on Automatic Speaker Identification
Shimaa Ahmed, Yash R. Wani, A. Shamsabadi, Mohammad Yaghini +3 more
2022USENIX Security Symposium7 citations
Semantic Scholar
Regulation Games for Trustworthy Machine Learning
Mohammad Yaghini, Patty Liu, Franziska Boenisch, Nicolas Papernot
2024arXiv.org5 citations
Semantic Scholar
A Human-in-the-loop Framework to Construct Context-dependent Mathematical Formulations of Fairness
Mohammad Yaghini, Hoda Heidari, A. Krause
2019arXiv.org5 citations
Semantic Scholar
Suitability Filter: A Statistical Framework for Classifier Evaluation in Real-World Deployment Settings
Angéline Pouget, Mohammad Yaghini, Stephan Rabanser, Nicolas Papernot
2025International Conference on Machine Learning4 citations
Semantic Scholar
p-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations
Adam Dziedzic, Stephan Rabanser, Mohammad Yaghini, Armin Ale +2 more
2022arXiv.org4 citations Open access
Semantic Scholar
Pipe Overflow: Smashing Voice Authentication for Fun and Profit
Shimaa Ahmed, Yash R. Wani, A. Shamsabadi, Mohammad Yaghini +3 more
2022arXiv.org4 citations
Semantic Scholar
Energy-aware optimization and mechanism design for cellular device-to-device local area networks
M. N. Soorki, Mohammad Yaghini, M. Manshaei, W. Saad +1 more
2016Annual Conference on Information Sciences and Systems3 citations Open access
Semantic Scholar
Detectability without Interference: Efficient Canary Design for Privacy Auditing in One Run
Mathieu Dagréou, Valentin Dorseuil, Mohammad Yaghini, Nicolas Papernot +1 more
20260 citations
Semantic Scholar
Trustworthy ML Regulation as a Principal-Agent Problem
Mohammad Yaghini, Patty Liu, Andrew Magnuson, Natalie Dullerud +1 more
2025Conference on Fairness, Accountability and Transparency0 citations Open access
Semantic Scholar
Private Rate-Constrained Optimization with Applications to Fair Learning
Mohammad Yaghini, Tudor Cebere, Michael Menart, A. Bellet +1 more
2025arXiv.org0 citations
Semantic Scholar

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