| Comprehensive Privacy Analysis of Deep Learning: Stand-alone and Federated Learning under Passive and Active White-box Inference Attacks M Nasr, R Shokri, A Houmansadr 2019 IEEE Symposium on Security and Privacy, 2019 | 990* | 2019 |
| Machine Learning with Membership Privacy using Adversarial Regularization M Nasr, R Shokri, A Houmansadr Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018 | 309 | 2018 |
| DeepCorr: Strong Flow Correlation Attacks on Tor Using Deep Learning M Nasr, A Bahramali, A Houmansadr Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018 | 112 | 2018 |
| Adversary Instantiation: Lower Bounds for Differentially Private Machine Learning M Nasr, S Song, A Thakurta, N Papernot, N Carlini 2021 IEEE Symposium on Security and Privacy, 2021 | 80 | 2021 |
| Membership inference attacks from first principles N Carlini, S Chien, M Nasr, S Song, A Terzis, F Tramer 2022 IEEE Symposium on Security and Privacy (SP), 1897-1914, 2022 | 68 | 2022 |
| Compressive Traffic Analysis: A New Paradigm for Scalable Traffic Analysis M Nasr, A Houmansadr, A Mazumdar Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017 | 61 | 2017 |
| Daemo: A Self-Governed Crowdsourcing Marketplace SN Gaikwad, D Morina, R Nistala, M Agarwal, A Cossette, R Bhanu, ... Adjunct Proceedings of the 28th Annual ACM Symposium on User Interface …, 2015 | 57 | 2015 |
| The Waterfall of Liberty: Decoy Routing Circumvention that Resists Routing Attacks M Nasr, H Zolfaghari, A Houmansadr Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017 | 43 | 2017 |
| Defeating {DNN-Based} Traffic Analysis Systems in {Real-Time} With Blind Adversarial Perturbations M Nasr, A Bahramali, A Houmansadr 30th USENIX Security Symposium (USENIX Security 21), 2705-2722, 2021 | 41* | 2021 |
| A dynamic bayesian security game framework for strategic defense mechanism design S Farhang, MH Manshaei, M Nasr, Q Zhu International Conference on Decision and Game Theory for Security, 319-328, 2014 | 30 | 2014 |
| Bidding Strategies with Gender Nondiscrimination: Constraints for Online Ad Auctions M Nasr, M Tschantz ACM Conference on Fairness, Accountability, and Transparency (ACM FAT*), 2020 | 24 | 2020 |
| Improving Deep Learning with Differential Privacy using Gradient Encoding and Denoising M Nasr, R Shokri arXiv preprint arXiv:2007.11524, 2020 | 22 | 2020 |
| GAME OF DECOYS: Optimal Decoy Routing Through Game Theory M Nasr, A Houmansadr Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications …, 2016 | 21 | 2016 |
| Mitigating Membership Inference Attacks by {Self-Distillation} Through a Novel Ensemble Architecture X Tang, S Mahloujifar, L Song, V Shejwalkar, M Nasr, A Houmansadr, ... 31st USENIX Security Symposium (USENIX Security 22), 1433-1450, 2022 | 16 | 2022 |
| Robust adversarial attacks against DNN-based wireless communication systems A Bahramali, M Nasr, A Houmansadr, D Goeckel, D Towsley Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021 | 14 | 2021 |
| MassBrowser: Unblocking the Censored Web for the Masses, by the Masses M Nasr, H Zolfaghar, A Houmansadr, A Ghafari NDSS, 2020 | 10 | 2020 |
| Enemy At the Gateways: A Game Theoretic Approach to Proxy Distribution M Nasr, S Farhang, A Houmansadr, J Grossklags NDSS, 2019 | 6* | 2019 |
| Machine Learning with Differentially Private Labels: Mechanisms and Frameworks X Tang, M Nasr, S Mahloujifar, V Shejwalkar, L Song, A Houmansadr, ... Proceedings on Privacy Enhancing Technologies 4, 332-350, 2022 | 3 | 2022 |
| FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning M Hejazinia, D Huba, I Leontiadis, K Maeng, M Malek, L Melis, I Mironov, ... arXiv preprint arXiv:2206.03852, 2022 | 2 | 2022 |
| Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy D Ippolito, F Tramèr, M Nasr, C Zhang, M Jagielski, K Lee, ... arXiv preprint arXiv:2210.17546, 2022 | 1 | 2022 |
Amir HoumansadrUniversity of Massachusetts AmherstVerified email at cs.umass.edu
