| Optimized pre-processing for discrimination prevention FP Calmon, D Wei, B Vinzamuri, KN Ramamurthy, KR Varshney Proceedings of the 31st International Conference on Neural Information …, 2017 | 346 | 2017 |
| Privacy against statistical inference F du Pin Calmon, N Fawaz 2012 50th annual Allerton conference on communication, control, and …, 2012 | 254 | 2012 |
| Multi-path TCP with network coding for mobile devices in heterogeneous networks J Cloud, F du Pin Calmon, W Zeng, G Pau, LM Zeger, M Médard 2013 IEEE 78th Vehicular Technology Conference (VTC Fall), 1-5, 2013 | 67 | 2013 |
| How to hide the elephant-or the donkey-in the room: Practical privacy against statistical inference for large data S Salamatian, A Zhang, F du Pin Calmon, S Bhamidipati, N Fawaz, ... 2013 IEEE Global Conference on Signal and Information Processing, 269-272, 2013 | 62 | 2013 |
| Fundamental limits of perfect privacy FP Calmon, A Makhdoumi, M Médard 2015 IEEE International Symposium on Information Theory (ISIT), 1796-1800, 2015 | 58 | 2015 |
| Hypothesis testing under maximal leakage privacy constraints J Liao, L Sankar, FP Calmon, VYF Tan 2017 IEEE International Symposium on Information Theory (ISIT), 779-783, 2017 | 54 | 2017 |
| Managing your private and public data: Bringing down inference attacks against your privacy S Salamatian, A Zhang, F du Pin Calmon, S Bhamidipati, N Fawaz, ... IEEE Journal of Selected Topics in Signal Processing 9 (7), 1240-1255, 2015 | 50 | 2015 |
| Managing your private and public data: Bringing down inference attacks against your privacy S Salamatian, A Zhang, F du Pin Calmon, S Bhamidipati, N Fawaz, ... IEEE Journal of Selected Topics in Signal Processing 9 (7), 1240-1255, 2015 | 50 | 2015 |
| Hypothesis testing under mutual information privacy constraints in the high privacy regime J Liao, L Sankar, VYF Tan, F du Pin Calmon IEEE Transactions on Information Forensics and Security 13 (4), 1058-1071, 2017 | 39 | 2017 |
| Principal inertia components and applications F du Pin Calmon, A Makhdoumi, M Médard, M Varia, M Christiansen, ... IEEE Transactions on Information Theory 63 (8), 5011-5038, 2017 | 37 | 2017 |
| Multi-path data transfer using network coding F du Pin Calmon, JM Cloud, M Medard, W Zeng US Patent 9,537,759, 2017 | 33 | 2017 |
| A tunable measure for information leakage J Liao, O Kosut, L Sankar, FP Calmon 2018 IEEE International Symposium on Information Theory (ISIT), 701-705, 2018 | 32 | 2018 |
| Method and apparatus for implementing distributed content caching in a content delivery network M Medard, F du Pin Calmon, W Zeng US Patent 9,369,541, 2016 | 32 | 2016 |
| Bounds on inference FP Calmon, M Varia, M Médard, MM Christiansen, KR Duffy, S Tessaro 2013 51st Annual Allerton Conference on Communication, Control, and …, 2013 | 30 | 2013 |
| Repairing without retraining: Avoiding disparate impact with counterfactual distributions H Wang, B Ustun, F Calmon International Conference on Machine Learning, 6618-6627, 2019 | 26 | 2019 |
| Correcting forecasts with multifactor neural attention M Riemer, A Vempaty, F Calmon, F Heath, R Hull, E Khabiri International Conference on Machine Learning, 3010-3019, 2016 | 26 | 2016 |
| Multi-user guesswork and brute force security MM Christiansen, KR Duffy, F du Pin Calmon, M Médard IEEE Transactions on Information Theory 61 (12), 6876-6886, 2015 | 26 | 2015 |
| Generalizing bottleneck problems H Hsu, S Asoodeh, S Salamatian, FP Calmon 2018 IEEE International Symposium on Information Theory (ISIT), 531-535, 2018 | 20 | 2018 |
| Brute force searching, the typical set and Guesswork MM Christiansen, KR Duffy, F du Pin Calmon, M Médard 2013 IEEE International Symposium on Information Theory, 1257-1261, 2013 | 20 | 2013 |
| On the robustness of information-theoretic privacy measures and mechanisms M Diaz, H Wang, FP Calmon, L Sankar IEEE Transactions on Information Theory 66 (4), 1949-1978, 2019 | 19 | 2019 |
Muriel MedardProfessor of EECS, MITVerified email at mit.edu
