Mathias Humbert

73 papers A* 19A 6Misc 1Journal 38Unranked 8
YearRankTypeTitle / Venue / Authors
2025 A* conf
Addressing the Address Books' (Interdependent) Privacy Issues.
USENIX Security Symposium
Kavous Salehzadeh Niksirat, Lev Velykoivanenko, Samuel Mätzler, Stephan Mulders, Aurelia Tamò-Larrieux, Marc-Olivier Boldi, Mathias Humbert, Kévin Huguenin
2025 J jnl
Are cybersecurity firms different? Intra-sector and cross-industry comparisons of financial performance.
J. Cybersecur.
Loïc Maréchal, Alain Mermoud, Dimitri Percia David, Mathias Humbert
2025 J jnl
Exploring YouTube's Political Communication Networks during the 2024 French Elections.
CoRR
Caroline Violot, Vera Sosnovik, Mathias Humbert
2025 J jnl
In Times of Crisis: An Exploratory Study of Media and Political Discourse on YouTube During the 2024 French Elections.
CoRR
Vera Sosnovik, Caroline Violot, Mathias Humbert
2024 J jnl
Know their Customers: An Empirical Study of Online Account Enumeration Attacks.
ACM Trans. Web
Maël Maceiras, Kavous Salehzadeh Niksirat, Gaël Bernard, Benoît Garbinato, Mauro Cherubini, Mathias Humbert, Kévin Huguenin
2024 J jnl
Link Stealing Attacks Against Inductive Graph Neural Networks.
CoRR
Yixin Wu, Xinlei He, Pascal Berrang, Mathias Humbert, Michael Backes, Neil Zhenqiang Gong, Yang Zhang
2024 J jnl
Link Stealing Attacks Against Inductive Graph Neural Networks.
Proc. Priv. Enhancing Technol.
Yixin Wu, Xinlei He, Pascal Berrang, Mathias Humbert, Michael Backes, Neil Zhenqiang Gong, Yang Zhang
2024 J jnl
Our Data, Our Solutions: A Participatory Approach for Enhancing Privacy in Wearable Activity Tracker Third-Party Apps.
Proc. Priv. Enhancing Technol.
Noé Zufferey, Kavous Salehzadeh Niksirat, Mathias Humbert, Kévin Huguenin
2024 A* conf
Quantifying Privacy Risks of Prompts in Visual Prompt Learning.
USENIX Security Symposium
Yixin Wu, Rui Wen, Michael Backes, Pascal Berrang, Mathias Humbert, Yun Shen, Yang Zhang
2024 J jnl
Security and Privacy with Second-Hand Storage Devices: A User-Centric Perspective from Switzerland.
Proc. Priv. Enhancing Technol.
Kavous Salehzadeh Niksirat, Diana Korka, Quentin Jacquemin, Céline Vanini, Mathias Humbert, Mauro Cherubini, Sylvain Métille, Kévin Huguenin
2024 — conf
Shadow Health-Related Data: Definition, Categorization, and User Perspectives.
EuroUSEC
Yamane El-Zein, Kavous Salehzadeh Niksirat, Noé Zufferey, Mathias Humbert, Kévin Huguenin
2024 — conf
Shorts vs. Regular Videos on YouTube: A Comparative Analysis of User Engagement and Content Creation Trends.
WebSci
Caroline Violot, Tugrulcan Elmas, Igor Bilogrevic, Mathias Humbert
2024 J jnl
Shorts vs. Regular Videos on YouTube: A Comparative Analysis of User Engagement and Content Creation Trends.
CoRR
Caroline Violot, Tugrulcan Elmas, Igor Bilogrevic, Mathias Humbert
2024 J jnl
Wearable Activity Trackers: A Survey on Utility, Privacy, and Security.
ACM Comput. Surv.
Kavous Salehzadeh Niksirat, Lev Velykoivanenko, Noé Zufferey, Mauro Cherubini, Kévin Huguenin, Mathias Humbert
2023 J jnl
"Revoked just now!" Users' Behaviors Toward Fitness-Data Sharing with Third-Party Applications.
Proc. Priv. Enhancing Technol.
Noé Zufferey, Kavous Salehzadeh Niksirat, Mathias Humbert, Kévin Huguenin
2023 A* conf
Data Poisoning Attacks Against Multimodal Encoders.
ICML
Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang
2023 J jnl
Quantifying Privacy Risks of Prompts in Visual Prompt Learning.
CoRR
Yixin Wu, Rui Wen, Michael Backes, Pascal Berrang, Mathias Humbert, Yun Shen, Yang Zhang
2023 A* conf
Watch your Watch: Inferring Personality Traits from Wearable Activity Trackers.
USENIX Security Symposium
Noé Zufferey, Mathias Humbert, Romain Tavenard, Kévin Huguenin
2022 J jnl
Data Poisoning Attacks Against Multimodal Encoders.
CoRR
Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang
2022 J jnl
Fine-Tuning Is All You Need to Mitigate Backdoor Attacks.
CoRR
Zeyang Sha, Xinlei He, Pascal Berrang, Mathias Humbert, Yang Zhang
2022 A* conf
Graph Unlearning.
CCS
Min Chen, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang
2022 A conf
Investigating Graph Embedding Methods for Cross-Platform Binary Code Similarity Detection.
EuroS&P
Victor Cochard, Damian Pfammatter, Chi Thang Duong, Mathias Humbert
2022 A conf
KGP Meter: Communicating Kin Genomic Privacy to the Masses.
EuroS&P
Mathias Humbert, Didier Dupertuis, Mauro Cherubini, Kévin Huguenin
2022 A* conf
Leaky Forms: A Study of Email and Password Exfiltration Before Form Submission.
USENIX Security Symposium
Asuman Senol, Gunes Acar, Mathias Humbert, Frederik J. Zuiderveen Borgesius
2022 J jnl
Learning From the Past to Improve the Future.
Bus. Inf. Syst. Eng.
Dana Naous, Manus Bonner, Mathias Humbert, Christine Legner
2021 J jnl
Are Those Steps Worth Your Privacy?: Fitness-Tracker Users' Perceptions of Privacy and Utility.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Lev Velykoivanenko, Kavous Salehzadeh Niksirat, Noé Zufferey, Mathias Humbert, Kévin Huguenin, Mauro Cherubini
2021 J jnl
Graph Unlearning.
CoRR
Min Chen, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang
2021 A* conf
When Machine Unlearning Jeopardizes Privacy.
CCS
Min Chen, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang
2020 J jnl
A Study on the Use of Checksums for Integrity Verification of Web Downloads.
ACM Trans. Priv. Secur.
Alexandre Meylan, Mauro Cherubini, Bertil Chapuis, Mathias Humbert, Igor Bilogrevic, Kévin Huguenin
2020 J jnl
A Survey on Interdependent Privacy.
ACM Comput. Surv.
Mathias Humbert, Benjamin Trubert, Kévin Huguenin
2020 A* conf
An Empirical Study of the Use of Integrity Verification Mechanisms for Web Subresources.
WWW
Bertil Chapuis, Olamide Omolola, Mauro Cherubini, Mathias Humbert, Kévin Huguenin
2020 J jnl
BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models.
CoRR
Ahmed Salem, Yannick Sautter, Michael Backes, Mathias Humbert, Yang Zhang
2020 J jnl
Contact Tracing: An Overview of Technologies and Cyber Risks.
CoRR
Franck Legendre, Mathias Humbert, Alain Mermoud, Vincent Lenders
2020 Misc conf
GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data.
AMIA
Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Yamane El-Zein, Mathias Humbert, Jacques Fellay, Carmela Troncoso, Jean-Pierre Hubaux
2020 — conf
GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data.
MIE
Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Yamane El-Zein, Mathias Humbert, Carmela Troncoso, Jacques Fellay, Jean-Pierre Hubaux
2020 J jnl
Image Obfuscation for Privacy-Preserving Machine Learning.
CoRR
Mathilde Raynal, Radhakrishna Achanta, Mathias Humbert
2020 A conf
Membership Inference Against DNA Methylation Databases.
EuroS&P
Inken Hagestedt, Mathias Humbert, Pascal Berrang, Irina Lehmann, Roland Eils, Michael Backes, Yang Zhang
2020 J jnl
Towards Mass Adoption of Contact Tracing Apps - Learning from Users' Preferences to Improve App Design.
CoRR
Dana Naous, Manus Bonner, Mathias Humbert, Christine Legner
2020 A* conf
Towards Plausible Graph Anonymization.
NDSS
Yang Zhang, Mathias Humbert, Bartlomiej Surma, Praveen Manoharan, Jilles Vreeken, Michael Backes
2020 J jnl
When Machine Unlearning Jeopardizes Privacy.
CoRR
Min Chen, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang
2019 A* conf
MBeacon: Privacy-Preserving Beacons for DNA Methylation Data.
NDSS
Inken Hagestedt, Yang Zhang, Mathias Humbert, Pascal Berrang, Haixu Tang, Xiaofeng Wang, Michael Backes
2019 A* conf
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
NDSS
Ahmed Salem, Yang Zhang, Mathias Humbert, Pascal Berrang, Mario Fritz, Michael Backes
2019 A* conf
On (The Lack Of) Location Privacy in Crowdsourcing Applications.
USENIX Security Symposium
Spyros Boukoros, Mathias Humbert, Stefan Katzenbeisser, Carmela Troncoso
2019 J jnl
Privacy-Preserving Similar Patient Queries for Combined Biomedical Data.
Proc. Priv. Enhancing Technol.
Ahmed Salem, Pascal Berrang, Mathias Humbert, Michael Backes
2019 J jnl
The (Co-)Location Sharing Game.
Proc. Priv. Enhancing Technol.
Alexandra-Mihaela Olteanu, Mathias Humbert, Kévin Huguenin, Jean-Pierre Hubaux
2019 J jnl
Why Johnny Can't Develop Mobile Crowdsourcing Applications with Location Privacy.
CoRR
Spyros Boukoros, Mathias Humbert, Stefan Katzenbeisser, Carmela Troncoso
2018 J jnl
Anonymisierungsverfahren für genetische Daten.
Datenschutz und Datensicherheit
Ninja Marnau, Pascal Berrang, Mathias Humbert
2018 A conf
Dissecting Privacy Risks in Biomedical Data.
EuroS&P
Pascal Berrang, Mathias Humbert, Yang Zhang, Irina Lehmann, Roland Eils, Michael Backes
2018 J jnl
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
CoRR
Ahmed Salem, Yang Zhang, Mathias Humbert, Mario Fritz, Michael Backes
2018 J jnl
Simulating the Large-Scale Erosion of Genomic Privacy Over Time.
IEEE ACM Trans. Comput. Biol. Bioinform.
Michael Backes, Pascal Berrang, Mathias Humbert, Xiaoyu Shen, Verena Wolf
2018 A* conf
Tagvisor: A Privacy Advisor for Sharing Hashtags.
WWW
Yang Zhang, Mathias Humbert, Tahleen A. Rahman, Cheng-Te Li, Jun Pang, Michael Backes
2018 J jnl
Tagvisor: A Privacy Advisor for Sharing Hashtags.
CoRR
Yang Zhang, Mathias Humbert, Tahleen A. Rahman, Cheng-Te Li, Jun Pang, Michael Backes
2018 A* conf
Towards Usable Checksums: Automating the Integrity Verification of Web Downloads for the Masses.
CCS
Mauro Cherubini, Alexandre Meylan, Bertil Chapuis, Mathias Humbert, Igor Bilogrevic, Kévin Huguenin
2017 J jnl
CTRL+Z: Recovering Anonymized Social Graphs.
CoRR
Yang Zhang, Mathias Humbert, Bartlomiej Surma, Praveen Manoharan, Jilles Vreeken, Michael Backes
2017 A conf
FairTest: Discovering Unwarranted Associations in Data-Driven Applications.
EuroS&P
Florian Tramèr, Vaggelis Atlidakis, Roxana Geambasu, Daniel J. Hsu, Jean-Pierre Hubaux, Mathias Humbert, Ari Juels, Huang Lin
2017 A* conf
Identifying Personal DNA Methylation Profiles by Genotype Inference.
IEEE Symposium on Security and Privacy
Michael Backes, Pascal Berrang, Matthias Bieg, Roland Eils, Carl Herrmann, Mathias Humbert, Irina Lehmann
2017 J jnl
Inference Attacks against Kin Genomic Privacy.
IEEE Secur. Priv.
Erman Ayday, Mathias Humbert
2017 J jnl
Quantifying Interdependent Privacy Risks with Location Data.
IEEE Trans. Mob. Comput.
Alexandra-Mihaela Olteanu, Kévin Huguenin, Reza Shokri, Mathias Humbert, Jean-Pierre Hubaux
2017 J jnl
Quantifying Interdependent Risks in Genomic Privacy.
ACM Trans. Priv. Secur.
Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
2017 A* conf
walk2friends: Inferring Social Links from Mobility Profiles.
CCS
Michael Backes, Mathias Humbert, Jun Pang, Yang Zhang
2017 J jnl
walk2friends: Inferring Social Links from Mobility Profiles.
CoRR
Michael Backes, Mathias Humbert, Jun Pang, Yang Zhang
2016 A* conf
Membership Privacy in MicroRNA-based Studies.
CCS
Michael Backes, Pascal Berrang, Mathias Humbert, Praveen Manoharan
2016 A* conf
Privacy in Epigenetics: Temporal Linkability of MicroRNA Expression Profiles.
USENIX Security Symposium
Michael Backes, Pascal Berrang, Anna Hecksteden, Mathias Humbert, Andreas Keller, Tim Meyer
2015 J jnl
De-anonymizing Genomic Databases Using Phenotypic Traits.
Proc. Priv. Enhancing Technol.
Mathias Humbert, Kévin Huguenin, Joachim Hugonot, Erman Ayday, Jean-Pierre Hubaux
2015 J jnl
Discovering Unwarranted Associations in Data-Driven Applications with the FairTest Testing Toolkit.
CoRR
Florian Tramèr, Vaggelis Atlidakis, Roxana Geambasu, Daniel J. Hsu, Jean-Pierre Hubaux, Mathias Humbert, Ari Juels, Huang Lin
2015 — conf
On Non-cooperative Genomic Privacy.
Financial Cryptography
Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
2015 — —
When Others Impinge upon Your Privacy - Interdependent Risks and Protection in a Connected World.
Mathias Humbert
2014 — conf
Reconciling Utility with Privacy in Genomics.
WPES
Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
2013 A* conf
Addressing the concerns of the lacks family: quantification of kin genomic privacy.
CCS
Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti
2013 A conf
Nowhere to Hide: Navigating around Privacy in Online Social Networks.
ESORICS
Mathias Humbert, Théophile Studer, Matthias Grossglauser, Jean-Pierre Hubaux
2011 — conf
Collaborative Location Privacy with Rational Users.
GameSec
Francisco Santos, Mathias Humbert, Reza Shokri, Jean-Pierre Hubaux
2011 — conf
One-to-n scrip systems for cooperative privacy-enhancing technologies.
Allerton
Mathias Humbert, Mohammad Hossein Manshaei, Jean-Pierre Hubaux
2010 — conf
Tracking Games in Mobile Networks.
GameSec
Mathias Humbert, Mohammad Hossein Manshaei, Julien Freudiger, Jean-Pierre Hubaux