Mathias Humbert

Associate Professor, Université de Lausanne

Joined

September 2022

Names

Mathias Humbert (Preferred)

Emails

****@unil.ch (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Associate Professor

Université de Lausanne (unil.ch)

2021 – Present

PhD student

School of Computer and Communication Sciences, EPFL - EPF Lausanne (ic.epfl.ch)

2009 – 2015

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Fine-Tuning Is All You Need to Mitigate Backdoor Attacks
Zeyang Sha, Xinlei He, Pascal Berrang, Mathias Humbert, Yang Zhang
- Submitted to ICLR 2024
- Readers: Everyone
Data Poisoning Attacks Against Multimodal Encoders
Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang
- ICML 2023 Poster
- Readers: Everyone
"Revoked just now!" Users' Behaviors Toward Fitness-Data Sharing with Third-Party Applications
Noé Zufferey, Kavous Salehzadeh Niksirat, Mathias Humbert, Kévin Huguenin
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- Proc. Priv. Enhancing Technol. 2023
- Readers: Everyone
Data Poisoning Attacks Against Multimodal Encoders
Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
Data Poisoning Attacks Against Multimodal Encoders
Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang
- 2022 (modified: 22 Nov 2022)
- CoRR 2022
- Readers: Everyone
Graph Unlearning
Min Chen, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang
- 2022 (modified: 24 Apr 2023)
- CCS 2022
- Readers: Everyone
Leaky Forms: A Study of Email and Password Exfiltration Before Form Submission
Asuman Senol, Gunes Acar, Mathias Humbert, Frederik J. Zuiderveen Borgesius
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- USENIX Security Symposium 2022
- Readers: Everyone
Learning From the Past to Improve the Future
Dana Naous, Manus Bonner, Mathias Humbert, Christine Legner
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Bus. Inf. Syst. Eng. 2022
- Readers: Everyone
Investigating Graph Embedding Methods for Cross-Platform Binary Code Similarity Detection
Victor Cochard, Damian Pfammatter, Chi Thang Duong, Mathias Humbert
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- EuroS&P 2022
- Readers: Everyone
KGP Meter: Communicating Kin Genomic Privacy to the Masses
Mathias Humbert, Didier Dupertuis, Mauro Cherubini, Kévin Huguenin
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- EuroS&P 2022
- Readers: Everyone

View all 59 publications

Co-Authors

View all 82 co-authors