Follow
Mathias Humbert
Title
Cited by
Cited by
Year
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
10182019
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
2352021
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
2312013
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
2232017
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
1712016
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
1632022
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
1432017
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
1242016
A Survey on Interdependent Privacy
M Humbert, B Trubert, K Huguenin
ACM Computing Surveys (CSUR) 52 (6), 1-40, 2020
1002020
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
802015
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
582017
MBeacon: Privacy-preserving beacons for DNA methylation data
I Hagestedt, Y Zhang, M Humbert, P Berrang, T Haixu, W XiaoFeng, ...
CISPA, 2019
562019
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
532018
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
532014
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
442023
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
432021
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
432017
Tracking games in mobile networks
M Humbert, MH Manshaei, J Freudiger, JP Hubaux
Decision and Game Theory for Security: First International Conference …, 2010
432010
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
402022
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
402020
The system can't perform the operation now. Try again later.
Articles 1–20