Mathias Humbert

Orcid: 0000-0001-5046-1727

According to our database1, Mathias Humbert authored at least 54 papers between 2010 and 2024.

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Bibliography

2024
Shorts vs. Regular Videos on YouTube: A Comparative Analysis of User Engagement and Content Creation Trends.
CoRR, 2024

2023
"Revoked just now!" Users' Behaviors Toward Fitness-Data Sharing with Third-Party Applications.
Proc. Priv. Enhancing Technol., January, 2023

Quantifying Privacy Risks of Prompts in Visual Prompt Learning.
CoRR, 2023

Watch your Watch: Inferring Personality Traits from Wearable Activity Trackers.
Proceedings of the 32nd USENIX Security Symposium, 2023

Data Poisoning Attacks Against Multimodal Encoders.
Proceedings of the International Conference on Machine Learning, 2023

2022
Fine-Tuning Is All You Need to Mitigate Backdoor Attacks.
CoRR, 2022

Learning From the Past to Improve the Future.
Bus. Inf. Syst. Eng., 2022

Leaky Forms: A Study of Email and Password Exfiltration Before Form Submission.
Proceedings of the 31st USENIX Security Symposium, 2022

KGP Meter: Communicating Kin Genomic Privacy to the Masses.
Proceedings of the 7th IEEE European Symposium on Security and Privacy, 2022

Investigating Graph Embedding Methods for Cross-Platform Binary Code Similarity Detection.
Proceedings of the 7th IEEE European Symposium on Security and Privacy, 2022

Graph Unlearning.
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021
Are Those Steps Worth Your Privacy?: Fitness-Tracker Users' Perceptions of Privacy and Utility.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

When Machine Unlearning Jeopardizes Privacy.
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020
A Study on the Use of Checksums for Integrity Verification of Web Downloads.
ACM Trans. Priv. Secur., 2020

A Survey on Interdependent Privacy.
ACM Comput. Surv., 2020

Towards Mass Adoption of Contact Tracing Apps - Learning from Users' Preferences to Improve App Design.
CoRR, 2020

Image Obfuscation for Privacy-Preserving Machine Learning.
CoRR, 2020

BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models.
CoRR, 2020

Contact Tracing: An Overview of Technologies and Cyber Risks.
CoRR, 2020

An Empirical Study of the Use of Integrity Verification Mechanisms for Web Subresources.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Towards Plausible Graph Anonymization.
Proceedings of the 27th Annual Network and Distributed System Security Symposium, 2020

GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Membership Inference Against DNA Methylation Databases.
Proceedings of the IEEE European Symposium on Security and Privacy, 2020

2019
Privacy-Preserving Similar Patient Queries for Combined Biomedical Data.
Proc. Priv. Enhancing Technol., 2019

The (Co-)Location Sharing Game.
Proc. Priv. Enhancing Technol., 2019

Why Johnny Can't Develop Mobile Crowdsourcing Applications with Location Privacy.
CoRR, 2019

On (The Lack Of) Location Privacy in Crowdsourcing Applications.
Proceedings of the 28th USENIX Security Symposium, 2019

ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019

MBeacon: Privacy-Preserving Beacons for DNA Methylation Data.
Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019

2018
Simulating the Large-Scale Erosion of Genomic Privacy Over Time.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Anonymisierungsverfahren für genetische Daten.
Datenschutz und Datensicherheit, 2018

ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
CoRR, 2018

Tagvisor: A Privacy Advisor for Sharing Hashtags.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Dissecting Privacy Risks in Biomedical Data.
Proceedings of the 2018 IEEE European Symposium on Security and Privacy, 2018

Towards Usable Checksums: Automating the Integrity Verification of Web Downloads for the Masses.
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2017
Quantifying Interdependent Privacy Risks with Location Data.
IEEE Trans. Mob. Comput., 2017

Quantifying Interdependent Risks in Genomic Privacy.
ACM Trans. Priv. Secur., 2017

Inference Attacks against Kin Genomic Privacy.
IEEE Secur. Priv., 2017

CTRL+Z: Recovering Anonymized Social Graphs.
CoRR, 2017

Identifying Personal DNA Methylation Profiles by Genotype Inference.
Proceedings of the 2017 IEEE Symposium on Security and Privacy, 2017

FairTest: Discovering Unwarranted Associations in Data-Driven Applications.
Proceedings of the 2017 IEEE European Symposium on Security and Privacy, 2017

walk2friends: Inferring Social Links from Mobility Profiles.
Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

2016
Privacy in Epigenetics: Temporal Linkability of MicroRNA Expression Profiles.
Proceedings of the 25th USENIX Security Symposium, 2016

Membership Privacy in MicroRNA-based Studies.
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

2015
When Others Impinge upon Your Privacy - Interdependent Risks and Protection in a Connected World.
PhD thesis, 2015

De-anonymizing Genomic Databases Using Phenotypic Traits.
Proc. Priv. Enhancing Technol., 2015

Discovering Unwarranted Associations in Data-Driven Applications with the FairTest Testing Toolkit.
CoRR, 2015

On Non-cooperative Genomic Privacy.
Proceedings of the Financial Cryptography and Data Security, 2015

2014
Reconciling Utility with Privacy in Genomics.
Proceedings of the 13th Workshop on Privacy in the Electronic Society, 2014

2013
Nowhere to Hide: Navigating around Privacy in Online Social Networks.
Proceedings of the Computer Security - ESORICS 2013, 2013

Addressing the concerns of the lacks family: quantification of kin genomic privacy.
Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

2011
Collaborative Location Privacy with Rational Users.
Proceedings of the Decision and Game Theory for Security - Second International Conference, 2011

One-to-n scrip systems for cooperative privacy-enhancing technologies.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
Tracking Games in Mobile Networks.
Proceedings of the Decision and Game Theory for Security, 2010


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