Mathias Humbert

Google Scholar
30 publications in security and cryptology related venues
Year
Venue
Title
2025
conf/uss
Addressing the Address Books' (Interdependent) Privacy Issues.
Kavous Salehzadeh Niksirat Lev Velykoivanenko Samuel Mätzler Stephan Mulders Aurelia Tamò-Larrieux Marc-Olivier Boldi Mathias Humbert Kévin Huguenin
2024
journals/popets
Link Stealing Attacks Against Inductive Graph Neural Networks.
Yixin Wu Xinlei He Pascal Berrang Mathias Humbert Michael Backes Neil Zhenqiang Gong Yang Zhang
2024
journals/popets
Our Data, Our Solutions: A Participatory Approach for Enhancing Privacy in Wearable Activity Tracker Third-Party Apps.
Noé Zufferey Kavous Salehzadeh Niksirat Mathias Humbert Kévin Huguenin
2024
journals/popets
Security and Privacy with Second-Hand Storage Devices: A User-Centric Perspective from Switzerland.
Kavous Salehzadeh Niksirat Diana Korka Quentin Jacquemin Céline Vanini Mathias Humbert Mauro Cherubini Sylvain Métille Kévin Huguenin
2024
conf/uss
Quantifying Privacy Risks of Prompts in Visual Prompt Learning.
Yixin Wu Rui Wen Michael Backes Pascal Berrang Mathias Humbert Yun Shen Yang Zhang
2023
journals/popets
"Revoked just now!" Users' Behaviors Toward Fitness-Data Sharing with Third-Party Applications.
Noé Zufferey Kavous Salehzadeh Niksirat Mathias Humbert Kévin Huguenin
2023
conf/uss
Watch your Watch: Inferring Personality Traits from Wearable Activity Trackers.
Noé Zufferey Mathias Humbert Romain Tavenard Kévin Huguenin
2022
conf/ccs
Graph Unlearning.
Min Chen Zhikun Zhang Tianhao Wang Michael Backes Mathias Humbert Yang Zhang
2022
conf/uss
Leaky Forms: A Study of Email and Password Exfiltration Before Form Submission.
Asuman Senol Gunes Acar Mathias Humbert Frederik J. Zuiderveen Borgesius
2022
conf/eurosp
KGP Meter: Communicating Kin Genomic Privacy to the Masses.
Mathias Humbert Didier Dupertuis Mauro Cherubini Kévin Huguenin
2022
conf/eurosp
Investigating Graph Embedding Methods for Cross-Platform Binary Code Similarity Detection.
Victor Cochard Damian Pfammatter Chi Thang Duong Mathias Humbert
2021
conf/ccs
When Machine Unlearning Jeopardizes Privacy.
Min Chen Zhikun Zhang Tianhao Wang Michael Backes Mathias Humbert Yang Zhang
2020
conf/eurosp
Membership Inference Against DNA Methylation Databases.
Inken Hagestedt Mathias Humbert Pascal Berrang Irina Lehmann Roland Eils Michael Backes Yang Zhang
2020
conf/ndss
Towards Plausible Graph Anonymization.
Yang Zhang Mathias Humbert Bartlomiej Surma Praveen Manoharan Jilles Vreeken Michael Backes
2019
journals/popets
The (Co-)Location Sharing Game.
Alexandra-Mihaela Olteanu Mathias Humbert Kévin Huguenin Jean-Pierre Hubaux
2019
journals/popets
Privacy-Preserving Similar Patient Queries for Combined Biomedical Data.
Ahmed Salem Pascal Berrang Mathias Humbert Michael Backes
2019
conf/uss
On (The Lack Of) Location Privacy in Crowdsourcing Applications.
Spyros Boukoros Mathias Humbert Stefan Katzenbeisser Carmela Troncoso
2019
conf/ndss
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
Ahmed Salem Yang Zhang Mathias Humbert Pascal Berrang Mario Fritz Michael Backes
2019
conf/ndss
MBeacon: Privacy-Preserving Beacons for DNA Methylation Data.
Inken Hagestedt Yang Zhang Mathias Humbert Pascal Berrang Haixu Tang XiaoFeng Wang Michael Backes
2018
conf/ccs
Towards Usable Checksums: Automating the Integrity Verification of Web Downloads for the Masses.
Mauro Cherubini Alexandre Meylan Bertil Chapuis Mathias Humbert Igor Bilogrevic Kévin Huguenin
2018
conf/eurosp
Dissecting Privacy Risks in Biomedical Data.
Pascal Berrang Mathias Humbert Yang Zhang Irina Lehmann Roland Eils Michael Backes
2017
conf/ccs
walk2friends: Inferring Social Links from Mobility Profiles.
Michael Backes Mathias Humbert Jun Pang Yang Zhang
2017
conf/sp
Identifying Personal DNA Methylation Profiles by Genotype Inference.
Michael Backes Pascal Berrang Matthias Bieg Roland Eils Carl Herrmann Mathias Humbert Irina Lehmann
2017
conf/eurosp
FairTest: Discovering Unwarranted Associations in Data-Driven Applications.
Florian Tramèr Vaggelis Atlidakis Roxana Geambasu Daniel J. Hsu Jean-Pierre Hubaux Mathias Humbert Ari Juels Huang Lin
2016
conf/ccs
Membership Privacy in MicroRNA-based Studies.
Michael Backes Pascal Berrang Mathias Humbert Praveen Manoharan
2016
conf/uss
Privacy in Epigenetics: Temporal Linkability of MicroRNA Expression Profiles.
Michael Backes Pascal Berrang Anna Hecksteden Mathias Humbert Andreas Keller Tim Meyer
2015
journals/popets
De-anonymizing Genomic Databases Using Phenotypic Traits.
Mathias Humbert Kévin Huguenin Joachim Hugonot Erman Ayday Jean-Pierre Hubaux
2015
conf/fc
On Non-cooperative Genomic Privacy.
Mathias Humbert Erman Ayday Jean-Pierre Hubaux Amalio Telenti
2013
conf/ccs
Addressing the concerns of the lacks family: quantification of kin genomic privacy.
Mathias Humbert Erman Ayday Jean-Pierre Hubaux Amalio Telenti
2013
conf/esorics
Nowhere to Hide: Navigating around Privacy in Online Social Networks.
Mathias Humbert Théophile Studer Matthias Grossglauser Jean-Pierre Hubaux

Coauthors

Ahmed Salem (2)
Alexandra-Mihaela Olteanu (1)
Alexandre Meylan (1)
Amalio Telenti (2)
Andreas Keller (1)
Anna Hecksteden (1)
Ari Juels (1)
Asuman Senol (1)
Aurelia Tamò-Larrieux (1)
Bartlomiej Surma (1)
Bertil Chapuis (1)
Carl Herrmann (1)
Carmela Troncoso (1)
Céline Vanini (1)
Chi Thang Duong (1)
Damian Pfammatter (1)
Daniel J. Hsu (1)
Diana Korka (1)
Didier Dupertuis (1)
Erman Ayday (3)
Florian Tramèr (1)
Frederik J. Zuiderveen Borgesius (1)
Gunes Acar (1)
Haixu Tang (1)
Huang Lin (1)
Igor Bilogrevic (1)
Inken Hagestedt (2)
Irina Lehmann (3)
Jean-Pierre Hubaux (6)
Jilles Vreeken (1)
Joachim Hugonot (1)
Jun Pang (1)
Kavous Salehzadeh Niksirat (4)
Kévin Huguenin (9)
Lev Velykoivanenko (1)
Marc-Olivier Boldi (1)
Mario Fritz (1)
Mathias Humbert (30)
Matthias Bieg (1)
Matthias Grossglauser (1)
Mauro Cherubini (3)
Michael Backes (14)
Min Chen (2)
Neil Zhenqiang Gong (1)
Noé Zufferey (3)
Pascal Berrang (10)
Praveen Manoharan (2)
Quentin Jacquemin (1)
Roland Eils (3)
Romain Tavenard (1)
Roxana Geambasu (1)
Rui Wen (1)
Samuel Mätzler (1)
Spyros Boukoros (1)
Stefan Katzenbeisser (1)
Stephan Mulders (1)
Sylvain Métille (1)
Théophile Studer (1)
Tianhao Wang (2)
Tim Meyer (1)
Vaggelis Atlidakis (1)
Victor Cochard (1)
XiaoFeng Wang (1)
Xinlei He (1)
Yang Zhang (10)
Yixin Wu (2)
Yun Shen (1)
Zhikun Zhang (2)
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