default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMathias Humbert
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j18]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)- [j17]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) - [j16]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) - [j15]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) - [j14]Maël Maceiras, Kavous Salehzadeh Niksirat, Gaël Bernard, Benoît Garbinato, Mauro Cherubini, Mathias Humbert, Kévin Huguenin:
Know their Customers: An Empirical Study of Online Account Enumeration Attacks. ACM Trans. Web 18(3): 37:1-37:36 (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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:19 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
