Items where Author is "Humbert, Mathias"

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Number of items: 16.

Conference or Workshop Item (A Paper)

Chen, Min and Zhang, Zhikun and Wang, Tianhao and Backes, Michael and Humbert, Mathias and Zhang, Yang
(2022) Graph Unlearning.
In: ACM SIGSAC Conference on Computer and Communications Security, November 7-11, 2022, Los Angeles, U.S.A..
Conference: CCS ACM Conference on Computer and Communications Security
(In Press)

Chen, Min and Zhang, Zhikun and Wang, Tianhao and Backes, Michael and Humbert, Mathias and Zhang, Yang
(2021) When Machine Unlearning Jeopardizes Privacy.
In: ACM SIGSAC Conference on Computer and Communications Security.
Conference: CCS ACM Conference on Computer and Communications Security

Hagestedt, Inken and Humbert, Mathias and Berrang, Pascal and Lehmann, Irina and Eils, Roland and Backes, Michael and Zhang, Yang
(2020) Membership Inference Against DNA Methylation Databases.
In: IEEE European Symposium on Security and Privacy.
Conference: EuroS&P IEEE European Symposium on Security and Privacy

Zhang, Yang and Humbert, Mathias and Surma, Bartlomiej and Manoharan, Praveen and Vreeken, Jilles and Backes, Michael
(2020) Towards Plausible Graph Anonymization.
In: Annual Network and Distributed System Security Symposium.
Conference: NDSS Network and Distributed System Security Symposium

Hagestedt, Inken and Zhang, Yang and Humbert, Mathias and Berrang, Pascal and Haixu, Tang and XiaoFeng, Wang and Backes, Michael
(2019) MBeacon: Privacy-Preserving Beacons for DNA Methylation Data.
In: Annual Network and Distributed System Security Symposium.
Conference: NDSS Network and Distributed System Security Symposium

Salem, Ahmed and Zhang, Yang and Humbert, Mathias and Berrang, Pascal and Fritz, Mario and Backes, Michael
(2019) ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
In: Annual Network and Distributed System Security Symposium.
Conference: NDSS Network and Distributed System Security Symposium

Berrang, Pascal and Humbert, Mathias and Zhang, Yang and Lehmann, Irina and Eils, Roland and Backes, Michael
(2018) Dissecting Privacy Risks in Biomedical Data.
In: IEEE European Symposium on Security and Privacy.
Conference: EuroS&P IEEE European Symposium on Security and Privacy

Zhang, Yang and Humbert, Mathias and Rahman, Tahleen and Li, Cheng-Te and Pang, Jun and Backes, Michael
(2018) Tagvisor: A Privacy Advisor for Sharing Hashtags.
In: The Web Conference.
Conference: WWW The Web Conference (Formerly: International World Wide Web Conference)

Salem, Ahmed and Berrang, Pascal and Humbert, Mathias and Backes, Michael
(2018) Privacy-Preserving Similar Patient Queries for Combined Biomedical Data.
In: The 19th Privacy Enhancing Technologies Symposium (PETS).
Conference: PETS Privacy Enhancing Technologies Symposium (was International Workshop of Privacy Enhancing Technologies)
(In Press)

Backes, Michael and Humbert, Mathias and Pang, Jun and Zhang, Yang
(2017) walk2friends: Inferring Social Links from Mobility Profiles.
In: ACM SIGSAC Conference on Computer and Communication Security.
Conference: CCS ACM Conference on Computer and Communications Security

Backes, Michael and Berrang, Pascal and Bieg, Matthias and Elis, Roland and Herrmann, Carl and Humbert, Mathias and Lehmann, Irina
(2017) Identifying Personal DNA Methylation Profiles by Genotype Inference.
In: Proceedings of the 38th IEEE Symposium on Security and Privacy (S&P).
Conference: SP IEEE Symposium on Security and Privacy

Tramèr, Floran and Atlidakis, Vaggelis and Geambasu, Roxana and Hsu, Daniel and Hubaux, Jean-Pierre and Humbert, Mathias and Juels, Ari and Lin, Huang
(2017) FairTest: Discovering Unwarranted Associations in Data-Driven Applications.
In: UNSPECIFIED.

Backes, Michael and Berrang, Pascal and Humbert, Mathias and Shen, Xiaoyu and Wolf, Verena
(2016) Simulating the Large-Scale Erosion of Genomic Privacy Over Time.
In: Proceedings of the 3rd International Workshop on Genome Privacy and Security (GenoPri'16).

Backes, Michael and Berrang, Pascal and Humbert, Mathias and Manoharan, Praveen
(2016) Membership Privacy in MicroRNA-based Studies.
In: Proceedings of the 23rd ACM Conference on Computer and Communications Security (CCS '16).
Conference: CCS ACM Conference on Computer and Communications Security

Backes, Michael and Berrang, Pascal and Hecksteden, Anne and Humbert, Mathias and Keller, Andreas and Meyer, Tim
(2016) Privacy in Epigenetics: Temporal Linkability of MicroRNA Expression Profiles.
In: Proceedings of the 25th USENIX Security Symposium (USENIX Security '16).
Conference: USENIX-Security Usenix Security Symposium

Article

Marnau, Ninja and Berrang, Pascal and Humbert, Mathias
(2018) Anonymisierungsverfahren für genetische Daten.
Datenschutz und Datensicherheit (DuD), 2/2018. pp. 83-88.

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