| ML-leaks: Model and data independent membership inference attacks and defenses on machine learning models A Salem, Y Zhang, M Humbert, P Berrang, M Fritz, M Backes Annual Network and Distributed System Security Symposium (NDSS), 2019 | 381 | 2019 |
| Addressing the concerns of the lacks family: quantification of kin genomic privacy M Humbert, E Ayday, JP Hubaux, A Telenti Proceedings of the 2013 ACM SIGSAC conference on Computer & communications …, 2013 | 187 | 2013 |
| Fairtest: Discovering unwarranted associations in data-driven applications F Tramer, V Atlidakis, R Geambasu, D Hsu, JP Hubaux, M Humbert, ... 2017 IEEE European Symposium on Security and Privacy (EuroS&P), 401-416, 2017 | 119 | 2017 |
| Membership privacy in MicroRNA-based studies M Backes, P Berrang, M Humbert, P Manoharan Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications …, 2016 | 116 | 2016 |
| Quantifying interdependent privacy risks with location data AM Olteanu, K Huguenin, R Shokri, M Humbert, JP Hubaux IEEE Transactions on Mobile Computing 16 (3), 829-842, 2016 | 89 | 2016 |
| walk2friends: Inferring social links from mobility profiles M Backes, M Humbert, J Pang, Y Zhang Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017 | 85 | 2017 |
| De-anonymizing genomic databases using phenotypic traits M Humbert, K Huguenin, J Hugonot, E Ayday, JP Hubaux Proceedings on Privacy Enhancing Technologies 2015 (2), 2015 | 64 | 2015 |
| Quantifying interdependent risks in genomic privacy M Humbert, E Ayday, JP Hubaux, A Telenti ACM Transactions on Privacy and Security (TOPS) 20 (1), 1-31, 2017 | 49 | 2017 |
| Reconciling utility with privacy in genomics M Humbert, E Ayday, JP Hubaux, A Telenti Proceedings of the 13th Workshop on Privacy in the Electronic Society, 11-20, 2014 | 45 | 2014 |
| A Survey on Interdependent Privacy M Humbert, B Trubert, K Huguenin ACM Computing Surveys (CSUR) 52 (6), 1-40, 2020 | 44 | 2020 |
| Tracking games in mobile networks M Humbert, MH Manshaei, J Freudiger, JP Hubaux International Conference on Decision and Game Theory for Security, 38-57, 2010 | 39 | 2010 |
| When machine unlearning jeopardizes privacy M Chen, Z Zhang, T Wang, M Backes, M Humbert, Y Zhang Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021 | 38 | 2021 |
| Mbeacon: Privacy-preserving beacons for dna methylation data I Hagestedt, Y Zhang, M Humbert, P Berrang, T Haixu, W XiaoFeng, ... | 35 | 2019 |
| Technology and workforce: Comparison between the information revolution and the industrial revolution M Humbert | 32 | 2007 |
| Tagvisor: A privacy advisor for sharing hashtags Y Zhang, M Humbert, T Rahman, CT Li, J Pang, M Backes Proceedings of the 2018 World Wide Web Conference, 287-296, 2018 | 30 | 2018 |
| Identifying personal DNA methylation profiles by genotype inference M Backes, P Berrang, M Bieg, R Eils, C Herrmann, M Humbert, I Lehmann 2017 IEEE Symposium on Security and Privacy (SP), 957-976, 2017 | 29 | 2017 |
| Discovering unwarranted associations in data-driven applications with the fairtest testing toolkit F Tramèr, V Atlidakis, R Geambasu, DJ Hsu, JP Hubaux, M Humbert, ... CoRR, abs/1510.02377, 2015 | 28 | 2015 |
| Inference attacks against kin genomic privacy E Ayday, M Humbert IEEE Security & Privacy 15 (5), 29-37, 2017 | 27 | 2017 |
| Privacy in Epigenetics: Temporal Linkability of {MicroRNA} Expression Profiles M Backes, P Berrang, A Hecksteden, M Humbert, A Keller, T Meyer 25th USENIX Security Symposium (USENIX Security 16), 1223-1240, 2016 | 27 | 2016 |
| On non-cooperative genomic privacy M Humbert, E Ayday, JP Hubaux, A Telenti International Conference on Financial Cryptography and Data Security, 407-426, 2015 | 27 | 2015 |
Jean-Pierre HubauxProfessor, EPFLAdresse e-mail validée de epfl.ch
