| 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 | 1068 | 2019 |
| 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 | 251 | 2021 |
| 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 | 232 | 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 | 227 | 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 | 176 | 2016 |
| Graph unlearning M Chen, Z Zhang, T Wang, M Backes, M Humbert, Y Zhang Proceedings of the 2022 ACM SIGSAC conference on computer and communications …, 2022 | 175 | 2022 |
| 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 | 144 | 2017 |
| 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 | 125 | 2016 |
| A Survey on Interdependent Privacy M Humbert, B Trubert, K Huguenin ACM Computing Surveys (CSUR) 52 (6), 1-40, 2020 | 103 | 2020 |
| De-anonymizing genomic databases using phenotypic traits M Humbert, K Huguenin, J Hugonot, E Ayday, JP Hubaux 15th Privacy Enhancing Technologies Symposium (PETS) 2015 (2), 99-114, 2015 | 80 | 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 | 60 | 2017 |
| MBeacon: Privacy-preserving beacons for DNA methylation data I Hagestedt, Y Zhang, M Humbert, P Berrang, T Haixu, W XiaoFeng, ... CISPA, 2019 | 57 | 2019 |
| Data poisoning attacks against multimodal encoders Z Yang, X He, Z Li, M Backes, M Humbert, P Berrang, Y Zhang International Conference on Machine Learning, 39299-39313, 2023 | 53 | 2023 |
| 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 | 53 | 2018 |
| 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 | 53 | 2014 |
| Are those steps worth your privacy? Fitness-tracker users' perceptions of privacy and utility L Velykoivanenko, KS Niksirat, N Zufferey, M Humbert, K Huguenin, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021 | 44 | 2021 |
| Leaky forms: A study of email and password exfiltration before form submission A Senol, G Acar, M Humbert, FZ Borgesius 31st USENIX Security Symposium (USENIX Security 22), 1813-1830, 2022 | 43 | 2022 |
| 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 | 43 | 2017 |
| Tracking games in mobile networks M Humbert, MH Manshaei, J Freudiger, JP Hubaux Decision and Game Theory for Security: First International Conference …, 2010 | 43 | 2010 |
| Baaan: Backdoor attacks against autoencoder and gan-based machine learning models A Salem, Y Sautter, M Backes, M Humbert, Y Zhang arXiv preprint arXiv:2010.03007, 2020 | 42 | 2020 |
Michael BackesChairman and Founding Director of the CISPA Helmholtz Center for Information SecurityVahvistettu sähköpostiosoite verkkotunnuksessa cispa.saarland