Sébastien Gambs

According to our database, Sébastien Gambs authored at least 104 papers between 2002 and 2025.

Collaborative distances:

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2025

Towards Privacy-preserving and Fairness-aware Federated Learning Framework.

Adda-Akram Bendoukha, Didem Demirag, Nesrine Kaaniche, Aymen Boudguiga, Renaud Sirdey, Sébastien Gambs

Proc. Priv. Enhancing Technol., 2025

2024

Membership inference attack for beluga whales discrimination.

Voncarlos M. Araújo, Sébastien Gambs, Robert Michaud, Hadrien Lautraite, Léo Schneider, Clément Chion

Ecol. Informatics, March, 2024

Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective.

Héber Hwang Arcolezi, Sébastien Gambs

Proc. Priv. Enhancing Technol., 2024

WaKA: Data Attribution using K-Nearest Neighbors and Membership Privacy Principles.

Patrick Mesana, Clément Benesse, Hadrien Lautraite, Gilles Caporossi, Sébastien Gambs

CoRR, 2024

Smooth Sensitivity for Learning Differentially-Private yet Accurate Rule Lists.

Timothée Ly, Julien Ferry, Marie-José Huguet, Sébastien Gambs, Ulrich Aïvodji

CoRR, 2024

PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining.

Mishaal Kazmi, Hadrien Lautraite, Alireza Akbari, Mauricio Soroco, Qiaoyue Tang, Tao Wang, Sébastien Gambs, Mathias Lécuyer

CoRR, 2024

RSSI-based attacks for identification of BLE devices.

Guillaume Gagnon, Sébastien Gambs, Mathieu Cunche

Comput. Secur., 2024

Synthetic Data: Generate Avatar Data on Demand.

Thomas Lebrun, Louis Béziaud, Tristan Allard, Antoine Boutet, Sébastien Gambs, Mohamed Maouche

Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

Probabilistic Dataset Reconstruction from Interpretable Models.

Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

Leveraging Transformer Architecture for Effective Trajectory-User Linking (TUL) Attack and Its Mitigation.

Youcef Korichi, Josée Desharnais, Sébastien Gambs, Nadia Tawbi

Proceedings of the Computer Security - ESORICS 2024, 2024

Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning.

Sofiane Azogagh, Zelma Aubin Birba, Sébastien Gambs, Marc-Olivier Killijian

Proceedings of the Fourteenth ACM Conference on Data and Application Security and Privacy, 2024

2023

Improving fairness generalization through a sample-robust optimization method.

Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala

Mach. Learn., June, 2023

On the Risks of Collecting Multidimensional Data Under Local Differential Privacy.

Héber Hwang Arcolezi, Sébastien Gambs, Jean-François Couchot, Catuscia Palamidessi

Proc. VLDB Endow., 2023

SoK: Taming the Triangle - On the Interplays between Fairness, Interpretability and Privacy in Machine Learning.

Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala

CoRR, 2023

Data privacy for Mobility as a Service.

Zineb Garroussi, Antoine Legrain, Sébastien Gambs, Vincent Gautrais, Brunilde Sansò

CoRR, 2023

Revealing the True Cost of Local Privacy: An Auditing Perspective.

Héber Hwang Arcolezi, Sébastien Gambs

CoRR, 2023

RSSI-Based Fingerprinting of Bluetooth Low Energy Devices.

Guillaume Gagnon, Sébastien Gambs, Mathieu Cunche

Proceedings of the 20th International Conference on Security and Cryptography, 2023

Exploiting Fairness to Enhance Sensitive Attributes Reconstruction.

Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala

Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

Confidential-PROFITT: Confidential PROof of FaIr Training of Trees.

Ali Shahin Shamsabadi, Sierra Calanda Wyllie, Nicholas Franzese, Natalie Dullerud, Sébastien Gambs, Nicolas Papernot, Xiao Wang, Adrian Weller

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Leveraging In-Network Computing for Privacy-Aware Real-Time Surveillance mHealth Applications.

Syrine Rajhi, Halima Elbiaze, Sébastien Gambs, Roch H. Glitho

Proceedings of the IEEE Global Communications Conference, 2023

Frequency Estimation of Evolving Data Under Local Differential Privacy.

Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

SNAKE Challenge: Sanitization Algorithms under Attack.

Tristan Allard, Louis Béziaud, Sébastien Gambs

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Machine-Learning Approach for Automatic Detection of Wild Beluga Whales from Hand-Held Camera Pictures.

Voncarlos M. Araújo, Ankita Shukla, Clément Chion, Sébastien Gambs, Robert Michaud

Sensors, 2022

PROBONITE : PRivate One-Branch-Only Non-Interactive decision Tree Evaluation.

Sofiane Azogagh, Victor Delfour, Sébastien Gambs, Marc-Olivier Killijian

IACR Cryptol. ePrint Arch., 2022

Fair mapping.

Sébastien Gambs, Rosin Claude Ngueveu

CoRR, 2022

Washing The Unwashable : On The (Im)possibility of Fairwashing Detection.

Ali Shahin Shamsabadi, Mohammad Yaghini, Natalie Dullerud, Sierra Calanda Wyllie, Ulrich Aïvodji, Aisha Alaagib, Sébastien Gambs, Nicolas Papernot

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python.

Héber Hwang Arcolezi, Jean-François Couchot, Sébastien Gambs, Catuscia Palamidessi, Majid Zolfaghari

Proceedings of the Computer Security - ESORICS 2022, 2022

Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists.

Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2022

2021

Growing synthetic data through differentially-private vine copulas.

Sébastien Gambs, Frédéric Ladouceur, Antoine Laurent, Alexandre Roy-Gaumond

Proc. Priv. Enhancing Technol., 2021

Local Data Debiasing for Fairness Based on Generative Adversarial Training.

Ulrich Aïvodji, François Bidet, Sébastien Gambs, Rosin Claude Ngueveu, Alain Tapp

Algorithms, 2021

Characterizing the risk of fairwashing.

Ulrich Aïvodji, Hiromi Arai, Sébastien Gambs, Satoshi Hara

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

FairCORELS, an Open-Source Library for Learning Fair Rule Lists.

Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

DySan: Dynamically Sanitizing Motion Sensor Data Against Sensitive Inferences through Adversarial Networks.

Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Rosin Claude Ngueveu

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

2020

Model extraction from counterfactual explanations.

Ulrich Aïvodji, Alexandre Bolot, Sébastien Gambs

CoRR, 2020

Online publication of court records: circumventing the privacy-transparency trade-off.

Tristan Allard, Louis Béziaud, Sébastien Gambs

CoRR, 2020

DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks.

Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Claude Rosin Ngueveu

CoRR, 2020

Publication of Court Records: Circumventing the Privacy-Transparency Trade-Off.

Tristan Allard, Louis Béziaud, Sébastien Gambs

Proceedings of the AI Approaches to the Complexity of Legal Systems XI-XII, 2020

2019

GAMIN: An Adversarial Approach to Black-Box Model Inversion.

Ulrich Aïvodji, Sébastien Gambs, Timon Ther

CoRR, 2019

Learning Fair Rule Lists.

Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala

CoRR, 2019

Agnostic data debiasing through a local sanitizer learnt from an adversarial network approach.

Ulrich Aïvodji, François Bidet, Sébastien Gambs, Rosin Claude Ngueveu, Alain Tapp

CoRR, 2019

IOTFLA : A Secured and Privacy-Preserving Smart Home Architecture Implementing Federated Learning.

Ulrich Matchi Aïvodji, Sébastien Gambs, Alexandre Martin

Proceedings of the 2019 IEEE Security and Privacy Workshops, 2019

Fairwashing: the risk of rationalization.

Ulrich Aïvodji, Hiromi Arai, Olivier Fortineau, Sébastien Gambs, Satoshi Hara, Alain Tapp

Proceedings of the 36th International Conference on Machine Learning, 2019

Inspect What Your Location History Reveals About You: Raising user awareness on privacy threats associated with disclosing his location data.

Antoine Boutet, Sébastien Gambs

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Anonymization methods and inference attacks: theory and practice (NII Shonan Meeting 2018-5).

Hiroaki Kikuchi, Josep Domingo-Ferrer, Sébastien Gambs

NII Shonan Meet. Rep., 2018

Privacy-preserving Wi-Fi Analytics.

Mohammad Alaggan, Mathieu Cunche, Sébastien Gambs

Proc. Priv. Enhancing Technol., 2018

Optimal noise functions for location privacy on continuous regions.

Ehab ElSalamouny, Sébastien Gambs

Int. J. Inf. Sec., 2018

Privacy and Ethical Challenges in Big Data.

Sébastien Gambs

Proceedings of the Foundations and Practice of Security - 11th International Symposium, 2018

Entwining Sanitization and Personalization on Databases.

Sébastien Gambs, Julien Lolive, Jean-Marc Robert

Proceedings of the 2018 on Asia Conference on Computer and Communications Security, 2018

2017

A Terrorist-fraud Resistant and Extractor-free Anonymous Distance-bounding Protocol.

Gildas Avoine, Xavier Bultel, Sébastien Gambs, David Gérault, Pascal Lafourcade, Cristina Onete, Jean-Marc Robert

IACR Cryptol. ePrint Arch., 2017

2016

Differential Privacy Models for Location-Based Services.

Ehab ElSalamouny, Sébastien Gambs

Trans. Data Priv., 2016

Heterogeneous Differential Privacy.

Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec

J. Priv. Confidentiality, 2016

Novel differentially private mechanisms for graphs.

Solenn Brunet, Sébastien Canard, Sébastien Gambs, Baptiste Olivier

IACR Cryptol. ePrint Arch., 2016

A Prover-Anonymous and Terrorist-Fraud Resistant Distance-Bounding Protocol.

Xavier Bultel, Sébastien Gambs, David Gérault, Pascal Lafourcade, Cristina Onete, Jean-Marc Robert

Proceedings of the 9th ACM Conference on Security & Privacy in Wireless and Mobile Networks, 2016

Edge-calibrated noise for differentially private mechanisms on graphs.

Solenn Brunet, Sébastien Canard, Sébastien Gambs, Baptiste Olivier

Proceedings of the 14th Annual Conference on Privacy, Security and Trust, 2016

Private eCash in Practice (Short Paper).

Amira Barki, Solenn Brunet, Nicolas Desmoulins, Sébastien Gambs, Saïd Gharout, Jacques Traoré

Proceedings of the Financial Cryptography and Data Security, 2016

An Empirical Study on GSN Usage Intention: Factors Influencing the Adoption of Geo-Social Networks.

Esma Aïmeur, Sébastien Gambs, Cheu Yien Yep

Proceedings of the 11th International Conference on Availability, Reliability and Security, 2016

2015

Sanitization of Call Detail Records via Differentially-Private Bloom Filters.

Mohammad Alaggan, Sébastien Gambs, Stan Matwin, Mohammed Tuhin

Proceedings of the Data and Applications Security and Privacy XXIX, 2015

The Not-so-Distant Future: Distance-Bounding Protocols on Smartphones.

Sébastien Gambs, Carlos Eduardo Rosar Kós Lassance, Cristina Onete

Proceedings of the Smart Card Research and Advanced Applications, 2015

2014

Towards privacy-driven design of a dynamic carpooling system.

Jesus Friginal, Sébastien Gambs, Jérémie Guiochet, Marc-Olivier Killijian

Pervasive Mob. Comput., 2014

A Privacy-Preserving NFC Mobile Pass for Transport Systems.

Ghada Arfaoui, Guillaume Dabosville, Sébastien Gambs, Patrick Lacharme, Jean-François Lalande

EAI Endorsed Trans. Mob. Commun. Appl., 2014

De-anonymization attack on geolocated data.

Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez

J. Comput. Syst. Sci., 2014

Prover Anonymous and Deniable Distance-Bounding Authentication.

Sébastien Gambs, Cristina Onete, Jean-Marc Robert

IACR Cryptol. ePrint Arch., 2014

The Crypto-democracy and the Trustworthy.

Sébastien Gambs, Samuel Ranellucci, Alain Tapp

CoRR, 2014

PROPS: A PRivacy-Preserving Location Proof System.

Sébastien Gambs, Marc-Olivier Killijian, Matthieu Roy, Moussa Traoré

Proceedings of the 33rd IEEE International Symposium on Reliable Distributed Systems, 2014

Private Asymmetric Fingerprinting: A Protocol with Optimal Traitor Tracing Using Tardos Codes.

Caroline Fontaine, Sébastien Gambs, Julien Lolive, Cristina Onete

Proceedings of the Progress in Cryptology - LATINCRYPT 2014, 2014

The Crypto-Democracy and the Trustworthy (Position Paper).

Sébastien Gambs, Samuel Ranellucci, Alain Tapp

Proceedings of the Data Privacy Management, Autonomous Spontaneous Security, and Security Assurance, 2014

Challenging Differential Privacy: The Case of Non-interactive Mechanisms.

Raghavendran Balu, Teddy Furon, Sébastien Gambs

Proceedings of the Computer Security - ESORICS 2014, 2014

2013

On the Power of the Adversary to Solve the Node Sampling Problem.

Emmanuelle Anceaume, Yann Busnel, Sébastien Gambs

Trans. Large Scale Data Knowl. Centered Syst., 2013

Quantum speed-up for unsupervised learning.

Esma Aïmeur, Gilles Brassard, Sébastien Gambs

Mach. Learn., 2013

A Privacy-Preserving Contactless Transport Service for NFC Smartphones.

Ghada Arfaoui, Sébastien Gambs, Patrick Lacharme, Jean-François Lalande, Roch Lescuyer, Jean Claude Paillès

Proceedings of the Mobile Computing, Applications, and Services, 2013

MapReducing GEPETO or Towards Conducting a Privacy Analysis on Millions of Mobility Traces.

Sébastien Gambs, Marc-Olivier Killijian, Izabela Moise, Miguel Núñez del Prado Cortez

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

2012

P3ERS: Privacy-Preserving PEer Review System.

Esma Aïmeur, Gilles Brassard, Sébastien Gambs, David Schönfeld

Trans. Data Priv., 2012

Inference Attacks on Geolocated Data.

Sébastien Gambs

ERCIM News, 2012

On Dynamic Distributed Computing

Sébastien Gambs, Rachid Guerraoui, Florian Huc, Anne-Marie Kermarrec

CoRR, 2012

BLIP: Non-interactive Differentially-Private Similarity Computation on Bloom filters.

Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec

Proceedings of the Stabilization, Safety, and Security of Distributed Systems, 2012

Scalable and Secure Polling in Dynamic Distributed Networks.

Sébastien Gambs, Rachid Guerraoui, Hamza Harkous, Florian Huc, Anne-Marie Kermarrec

Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

Next place prediction using mobility Markov chains.

Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez

Proceedings of the First Workshop on Measurement, Privacy, and Mobility, 2012

SlopPy: Slope One with Privacy.

Sébastien Gambs, Julien Lolive

Proceedings of the Data Privacy Management and Autonomous Spontaneous Security, 2012

AnKLe: Detecting Attacks in Large Scale Systems via Information Divergence.

Emmanuelle Anceaume, Yann Busnel, Sébastien Gambs

Proceedings of the 2012 Ninth European Dependable Computing Conference, 2012

Reconstruction Attack through Classifier Analysis.

Sébastien Gambs, Ahmed Gmati, Michel Hurfin

Proceedings of the Data and Applications Security and Privacy XXVI, 2012

The Challenges Raised by the Privacy-Preserving Identity Card.

Yves Deswarte, Sébastien Gambs

Proceedings of the Cryptography and Security: From Theory to Applications, 2012

Locanyms: towards privacy-preserving location-based services.

Sébastien Gambs, Marc-Olivier Killijian, Matthieu Roy, Moussa Traoré

Proceedings of the 1st European Workshop on AppRoaches to MObiquitous Resilience, 2012

AMORES: an architecture for mobiquitous resilient systems.

Christian Artigues, Yves Deswarte, Jérémie Guiochet, Marie-José Huguet, Marc-Olivier Killijian, David Powell, Matthieu Roy, Christophe Bidan, Nicolas Prigent, Emmanuelle Anceaume, Sébastien Gambs, Gilles Guette, Michel Hurfin, Frédéric Schettini

Proceedings of the 1st European Workshop on AppRoaches to MObiquitous Resilience, 2012

Maintaining Sovereignty over Personal Data in Social Networking Sites.

Esma Aïmeur, Sébastien Gambs, Ai Ho

Proceedings of the Managing Privacy through Accountability., 2012

2011

Show Me How You Move and I Will Tell You Who You Are.

Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez

Trans. Data Priv., 2011

Scalable and Secure Aggregation in Distributed Networks

Sébastien Gambs, Rachid Guerraoui, Hamza Harkous, Florian Huc, Anne-Marie Kermarrec

CoRR, 2011

An optimal quantum algorithm to approximate the mean and its application for approximating the median of a set of points over an arbitrary distance

Gilles Brassard, Frédéric Dupuis, Sébastien Gambs, Alain Tapp

CoRR, 2011

Private Similarity Computation in Distributed Systems: From Cryptography to Differential Privacy.

Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec

Proceedings of the Principles of Distributed Systems - 15th International Conference, 2011

A comparative privacy analysis of geosocial networks.

Sébastien Gambs, Olivier Heen, Christophe Potin

Proceedings of the 4th ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS, 2011

From SSIR to CIDre: A New Security Research Group in Rennes, France.

Emmanuelle Anceaume, Christophe Bidan, Sébastien Gambs, Guillaume Hiet, Michel Hurfin, Ludovic Mé, Guillaume Piolle, Nicolas Prigent, Eric Totel, Frederic Tronel, Valérie Viet Triem Tong

Proceedings of the First SysSec Workshop 2011, 2011

Characterizing the Adversarial Power in Uniform and Ergodic Node Sampling.

Emmanuelle Anceaume, Yann Busnel, Sébastien Gambs

Proceedings of the First International Workshop on Algorithms and Models for Distributed Event Processing 2011, 2011

2010

A Proposal for a Privacy-preserving National Identity Card.

Yves Deswarte, Sébastien Gambs

Trans. Data Priv., 2010

Uniform and Ergodic Sampling in Unstructured Peer-to-Peer Systems with Malicious Nodes.

Emmanuelle Anceaume, Yann Busnel, Sébastien Gambs

Proceedings of the Principles of Distributed Systems - 14th International Conference, 2010

GEPETO: A GEoPrivacy-Enhancing TOolkit.

Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez

Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2010

Towards a Privacy-Enhanced Social Networking Site.

Esma Aïmeur, Sébastien Gambs, Ai Ho

Proceedings of the ARES 2010, 2010

2009

UPP: User Privacy Policy for Social Networking Sites.

Esma Aïmeur, Sébastien Gambs, Ai Ho

Proceedings of the Fourth International Conference on Internet and Web Applications and Services, 2009

Towards a Privacy-Preserving National Identity Card.

Yves Deswarte, Sébastien Gambs

Proceedings of the Data Privacy Management and Autonomous Spontaneous Security, 2009

2008

Quantum classification

Sébastien Gambs

CoRR, 2008

2007

Privacy-preserving boosting.

Sébastien Gambs, Balázs Kégl, Esma Aïmeur

Data Min. Knowl. Discov., 2007

Quantum clustering algorithms.

Esma Aïmeur, Gilles Brassard, Sébastien Gambs

Proceedings of the Machine Learning, 2007

Anonymous Quantum Communication - (Extended Abstract).

Gilles Brassard, Anne Broadbent, Joseph F. Fitzsimons, Sébastien Gambs, Alain Tapp

Proceedings of the Information Theoretic Security - Second International Conference, 2007

Anonymous Quantum Communication.

Gilles Brassard, Anne Broadbent, Joseph F. Fitzsimons, Sébastien Gambs, Alain Tapp

Proceedings of the Advances in Cryptology, 2007

2006

Machine Learning in a Quantum World.

Esma Aïmeur, Gilles Brassard, Sébastien Gambs

Proceedings of the Advances in Artificial Intelligence, 2006

2002

CLARISSE: A Machine Learning Tool to Initialize Student Models.

Esma Aïmeur, Gilles Brassard, Hugo Dufort, Sébastien Gambs

Proceedings of the Intelligent Tutoring Systems, 6th International Conference, 2002