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Mathias Humbert
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2020 – today
- 2024
- [j17]Kavous Salehzadeh Niksirat
, Lev Velykoivanenko
, Noé Zufferey
, Mauro Cherubini
, Kévin Huguenin
, Mathias Humbert
:
Wearable Activity Trackers: A Survey on Utility, Privacy, and Security. ACM Comput. Surv. 56(7): 183:1-183:40 (2024) - [j16]Kavous Salehzadeh Niksirat, Diana Korka
, Quentin Jacquemin, Céline Vanini, Mathias Humbert, Mauro Cherubini, Sylvain Métille, Kévin Huguenin:
Security and Privacy with Second-Hand Storage Devices: A User-Centric Perspective from Switzerland. Proc. Priv. Enhancing Technol. 2024(2): 412-433 (2024) - [j15]Noé Zufferey, Kavous Salehzadeh Niksirat, Mathias Humbert, Kévin Huguenin:
Our Data, Our Solutions: A Participatory Approach for Enhancing Privacy in Wearable Activity Tracker Third-Party Apps. Proc. Priv. Enhancing Technol. 2024(4): 734-754 (2024) - [j14]Yixin Wu, Xinlei He, Pascal Berrang, Mathias Humbert, Michael Backes, Neil Zhenqiang Gong, Yang Zhang:
Link Stealing Attacks Against Inductive Graph Neural Networks. Proc. Priv. Enhancing Technol. 2024(4): 818-839 (2024) - [c32]Yixin Wu, Rui Wen, Michael Backes, Pascal Berrang, Mathias Humbert, Yun Shen, Yang Zhang:
Quantifying Privacy Risks of Prompts in Visual Prompt Learning. USENIX Security Symposium 2024 - [c31]Caroline Violot
, Tugrulcan Elmas
, Igor Bilogrevic
, Mathias Humbert
:
Shorts vs. Regular Videos on YouTube: A Comparative Analysis of User Engagement and Content Creation Trends. WebSci 2024: 213-223 - [i17]Caroline Violot, Tugrulcan Elmas, Igor Bilogrevic, Mathias Humbert:
Shorts vs. Regular Videos on YouTube: A Comparative Analysis of User Engagement and Content Creation Trends. CoRR abs/2403.00454 (2024) - [i16]Yixin Wu, Xinlei He, Pascal Berrang, Mathias Humbert, Michael Backes, Neil Zhenqiang Gong, Yang Zhang:
Link Stealing Attacks Against Inductive Graph Neural Networks. CoRR abs/2405.05784 (2024) - 2023
- [j13]Noé Zufferey, Kavous Salehzadeh Niksirat, Mathias Humbert, Kévin Huguenin
:
"Revoked just now!" Users' Behaviors Toward Fitness-Data Sharing with Third-Party Applications. Proc. Priv. Enhancing Technol. 2023(1): 47-67 (2023) - [c30]Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang:
Data Poisoning Attacks Against Multimodal Encoders. ICML 2023: 39299-39313 - [c29]Noé Zufferey, Mathias Humbert, Romain Tavenard, Kévin Huguenin:
Watch your Watch: Inferring Personality Traits from Wearable Activity Trackers. USENIX Security Symposium 2023: 193-210 - [i15]Yixin Wu, Rui Wen, Michael Backes, Pascal Berrang, Mathias Humbert, Yun Shen, Yang Zhang:
Quantifying Privacy Risks of Prompts in Visual Prompt Learning. CoRR abs/2310.11970 (2023) - 2022
- [j12]Dana Naous, Manus Bonner, Mathias Humbert, Christine Legner
:
Learning From the Past to Improve the Future. Bus. Inf. Syst. Eng. 64(5): 597-614 (2022) - [c28]Min Chen
, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang:
Graph Unlearning. CCS 2022: 499-513 - [c27]Victor Cochard, Damian Pfammatter, Chi Thang Duong, Mathias Humbert:
Investigating Graph Embedding Methods for Cross-Platform Binary Code Similarity Detection. EuroS&P 2022: 60-73 - [c26]Mathias Humbert, Didier Dupertuis, Mauro Cherubini
, Kévin Huguenin
:
KGP Meter: Communicating Kin Genomic Privacy to the Masses. EuroS&P 2022: 410-429 - [c25]Asuman Senol, Gunes Acar, Mathias Humbert, Frederik J. Zuiderveen Borgesius:
Leaky Forms: A Study of Email and Password Exfiltration Before Form Submission. USENIX Security Symposium 2022: 1813-1830 - [i14]Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang:
Data Poisoning Attacks Against Multimodal Encoders. CoRR abs/2209.15266 (2022) - [i13]Zeyang Sha, Xinlei He, Pascal Berrang, Mathias Humbert, Yang Zhang:
Fine-Tuning Is All You Need to Mitigate Backdoor Attacks. CoRR abs/2212.09067 (2022) - 2021
- [j11]Lev Velykoivanenko
, Kavous Salehzadeh Niksirat
, Noé Zufferey, Mathias Humbert, Kévin Huguenin
, Mauro Cherubini
:
Are Those Steps Worth Your Privacy?: Fitness-Tracker Users' Perceptions of Privacy and Utility. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(4): 181:1-181:41 (2021) - [c24]Min Chen
, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang:
When Machine Unlearning Jeopardizes Privacy. CCS 2021: 896-911 - [i12]Min Chen
, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang:
Graph Unlearning. CoRR abs/2103.14991 (2021) - 2020
- [j10]Mathias Humbert, Benjamin Trubert, Kévin Huguenin
:
A Survey on Interdependent Privacy. ACM Comput. Surv. 52(6): 122:1-122:40 (2020) - [j9]Alexandre Meylan, Mauro Cherubini
, Bertil Chapuis, Mathias Humbert, Igor Bilogrevic, Kévin Huguenin
:
A Study on the Use of Checksums for Integrity Verification of Web Downloads. ACM Trans. Priv. Secur. 24(1): 4:1-4:36 (2020) - [c23]Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Yamane El-Zein, Mathias Humbert, Jacques Fellay, Carmela Troncoso, Jean-Pierre Hubaux:
GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data. AMIA 2020 - [c22]Inken Hagestedt, Mathias Humbert, Pascal Berrang, Irina Lehmann, Roland Eils, Michael Backes, Yang Zhang:
Membership Inference Against DNA Methylation Databases. EuroS&P 2020: 509-520 - [c21]Jean Louis Raisaro
, Juan Ramón Troncoso-Pastoriza, Yamane El-Zein, Mathias Humbert, Carmela Troncoso, Jacques Fellay
, Jean-Pierre Hubaux:
GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data. MIE 2020: 238-241 - [c20]Yang Zhang, Mathias Humbert, Bartlomiej Surma, Praveen Manoharan
, Jilles Vreeken, Michael Backes:
Towards Plausible Graph Anonymization. NDSS 2020 - [c19]Bertil Chapuis, Olamide Omolola, Mauro Cherubini
, Mathias Humbert, Kévin Huguenin
:
An Empirical Study of the Use of Integrity Verification Mechanisms for Web Subresources. WWW 2020: 34-45 - [i11]Min Chen
, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang:
When Machine Unlearning Jeopardizes Privacy. CoRR abs/2005.02205 (2020) - [i10]Franck Legendre, Mathias Humbert, Alain Mermoud
, Vincent Lenders:
Contact Tracing: An Overview of Technologies and Cyber Risks. CoRR abs/2007.02806 (2020) - [i9]Ahmed Salem, Yannick Sautter, Michael Backes, Mathias Humbert, Yang Zhang:
BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models. CoRR abs/2010.03007 (2020) - [i8]Mathilde Raynal, Radhakrishna Achanta, Mathias Humbert:
Image Obfuscation for Privacy-Preserving Machine Learning. CoRR abs/2010.10139 (2020) - [i7]Dana Naous, Manus Bonner, Mathias Humbert, Christine Legner:
Towards Mass Adoption of Contact Tracing Apps - Learning from Users' Preferences to Improve App Design. CoRR abs/2011.12329 (2020)
2010 – 2019
- 2019
- [j8]Ahmed Salem, Pascal Berrang, Mathias Humbert, Michael Backes:
Privacy-Preserving Similar Patient Queries for Combined Biomedical Data. Proc. Priv. Enhancing Technol. 2019(1): 47-67 (2019) - [j7]Alexandra-Mihaela Olteanu, Mathias Humbert, Kévin Huguenin
, Jean-Pierre Hubaux:
The (Co-)Location Sharing Game. Proc. Priv. Enhancing Technol. 2019(2): 5-25 (2019) - [c18]Inken Hagestedt, Yang Zhang, Mathias Humbert, Pascal Berrang, Haixu Tang, XiaoFeng Wang, Michael Backes:
MBeacon: Privacy-Preserving Beacons for DNA Methylation Data. NDSS 2019 - [c17]Ahmed Salem, Yang Zhang, Mathias Humbert, Pascal Berrang, Mario Fritz, Michael Backes:
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models. NDSS 2019 - [c16]Spyros Boukoros, Mathias Humbert, Stefan Katzenbeisser, Carmela Troncoso:
On (The Lack Of) Location Privacy in Crowdsourcing Applications. USENIX Security Symposium 2019: 1859-1876 - [i6]Spyros Boukoros, Mathias Humbert, Stefan Katzenbeisser, Carmela Troncoso:
Why Johnny Can't Develop Mobile Crowdsourcing Applications with Location Privacy. CoRR abs/1901.04923 (2019) - 2018
- [j6]Ninja Marnau, Pascal Berrang, Mathias Humbert:
Anonymisierungsverfahren für genetische Daten. Datenschutz und Datensicherheit 42(2): 83-88 (2018) - [j5]Michael Backes, Pascal Berrang
, Mathias Humbert
, Xiaoyu Shen
, Verena Wolf:
Simulating the Large-Scale Erosion of Genomic Privacy Over Time. IEEE ACM Trans. Comput. Biol. Bioinform. 15(5): 1405-1412 (2018) - [c15]Mauro Cherubini
, Alexandre Meylan, Bertil Chapuis, Mathias Humbert, Igor Bilogrevic, Kévin Huguenin
:
Towards Usable Checksums: Automating the Integrity Verification of Web Downloads for the Masses. CCS 2018: 1256-1271 - [c14]Pascal Berrang, Mathias Humbert, Yang Zhang, Irina Lehmann, Roland Eils, Michael Backes:
Dissecting Privacy Risks in Biomedical Data. EuroS&P 2018: 62-76 - [c13]Yang Zhang, Mathias Humbert, Tahleen A. Rahman, Cheng-Te Li, Jun Pang, Michael Backes:
Tagvisor: A Privacy Advisor for Sharing Hashtags. WWW 2018: 287-296 - [i5]Yang Zhang, Mathias Humbert, Tahleen A. Rahman, Cheng-Te Li, Jun Pang, Michael Backes:
Tagvisor: A Privacy Advisor for Sharing Hashtags. CoRR abs/1802.04122 (2018) - [i4]Ahmed Salem, Yang Zhang, Mathias Humbert, Mario Fritz, Michael Backes:
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models. CoRR abs/1806.01246 (2018) - 2017
- [j4]Erman Ayday, Mathias Humbert:
Inference Attacks against Kin Genomic Privacy. IEEE Secur. Priv. 15(5): 29-37 (2017) - [j3]Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti:
Quantifying Interdependent Risks in Genomic Privacy. ACM Trans. Priv. Secur. 20(1): 3:1-3:31 (2017) - [j2]Alexandra-Mihaela Olteanu
, Kévin Huguenin
, Reza Shokri
, Mathias Humbert, Jean-Pierre Hubaux:
Quantifying Interdependent Privacy Risks with Location Data. IEEE Trans. Mob. Comput. 16(3): 829-842 (2017) - [c12]Michael Backes, Mathias Humbert, Jun Pang, Yang Zhang:
walk2friends: Inferring Social Links from Mobility Profiles. CCS 2017: 1943-1957 - [c11]Florian Tramèr
, Vaggelis Atlidakis, Roxana Geambasu, Daniel J. Hsu, Jean-Pierre Hubaux, Mathias Humbert, Ari Juels, Huang Lin:
FairTest: Discovering Unwarranted Associations in Data-Driven Applications. EuroS&P 2017: 401-416 - [c10]Michael Backes, Pascal Berrang, Matthias Bieg, Roland Eils, Carl Herrmann
, Mathias Humbert, Irina Lehmann:
Identifying Personal DNA Methylation Profiles by Genotype Inference. IEEE Symposium on Security and Privacy 2017: 957-976 - [i3]Michael Backes, Mathias Humbert, Jun Pang, Yang Zhang:
walk2friends: Inferring Social Links from Mobility Profiles. CoRR abs/1708.08221 (2017) - [i2]Yang Zhang, Mathias Humbert, Bartlomiej Surma, Praveen Manoharan, Jilles Vreeken, Michael Backes:
CTRL+Z: Recovering Anonymized Social Graphs. CoRR abs/1711.05441 (2017) - 2016
- [c9]Michael Backes, Pascal Berrang, Mathias Humbert, Praveen Manoharan
:
Membership Privacy in MicroRNA-based Studies. CCS 2016: 319-330 - [c8]Michael Backes, Pascal Berrang, Anna Hecksteden, Mathias Humbert, Andreas Keller, Tim Meyer:
Privacy in Epigenetics: Temporal Linkability of MicroRNA Expression Profiles. USENIX Security Symposium 2016: 1223-1240 - 2015
- [b1]Mathias Humbert:
When Others Impinge upon Your Privacy - Interdependent Risks and Protection in a Connected World. EPFL, Switzerland, 2015 - [j1]Mathias Humbert, Kévin Huguenin
, Joachim Hugonot, Erman Ayday, Jean-Pierre Hubaux:
De-anonymizing Genomic Databases Using Phenotypic Traits. Proc. Priv. Enhancing Technol. 2015(2): 99-114 (2015) - [c7]Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti:
On Non-cooperative Genomic Privacy. Financial Cryptography 2015: 407-426 - [i1]Florian Tramèr, Vaggelis Atlidakis, Roxana Geambasu, Daniel J. Hsu, Jean-Pierre Hubaux, Mathias Humbert, Ari Juels, Huang Lin:
Discovering Unwarranted Associations in Data-Driven Applications with the FairTest Testing Toolkit. CoRR abs/1510.02377 (2015) - 2014
- [c6]Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti:
Reconciling Utility with Privacy in Genomics. WPES 2014: 11-20 - 2013
- [c5]Mathias Humbert, Erman Ayday, Jean-Pierre Hubaux, Amalio Telenti:
Addressing the concerns of the lacks family: quantification of kin genomic privacy. CCS 2013: 1141-1152 - [c4]Mathias Humbert, Théophile Studer, Matthias Grossglauser, Jean-Pierre Hubaux:
Nowhere to Hide: Navigating around Privacy in Online Social Networks. ESORICS 2013: 682-699 - 2011
- [c3]Mathias Humbert, Mohammad Hossein Manshaei, Jean-Pierre Hubaux:
One-to-n scrip systems for cooperative privacy-enhancing technologies. Allerton 2011: 682-692 - [c2]Francisco Santos, Mathias Humbert, Reza Shokri, Jean-Pierre Hubaux:
Collaborative Location Privacy with Rational Users. GameSec 2011: 163-181 - 2010
- [c1]Mathias Humbert, Mohammad Hossein Manshaei, Julien Freudiger, Jean-Pierre Hubaux:
Tracking Games in Mobile Networks. GameSec 2010: 38-57
Coauthor Index
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last updated on 2024-08-06 22:03 CEST by the dblp team
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