Sébastien Gambs

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 63

Top Venues

CoRR

IACR Cryptol. ePrint Arch.

AsiaCCS

Proc. Priv. Enhancing Technol.

Publications

Héber Hwang Arcolezi, Sébastien Gambs
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective. Proc. Priv. Enhancing Technol. 2024 (4) (2024)
Mishaal Kazmi, Hadrien Lautraite, Alireza Akbari, Mauricio Soroco, Qiaoyue Tang, Tao Wang, Sébastien Gambs, Mathias Lécuyer
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining. CoRR (2024)
Sofiane Azogagh, Zelma Aubin Birba, Sébastien Gambs, Marc-Olivier Killijian
Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning. CODASPY (2024)
Voncarlos M. Araújo, Sébastien Gambs, Robert Michaud, Hadrien Lautraite, Léo Schneider, Clément Chion
Membership inference attack for beluga whales discrimination. Ecol. Informatics 79 (2024)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Probabilistic Dataset Reconstruction from Interpretable Models. SaTML (2024)
Timothée Ly, Julien Ferry, Marie-José Huguet, Sébastien Gambs, Ulrich Aïvodji
Smooth Sensitivity for Learning Differentially-Private yet Accurate Rule Lists. CoRR (2024)
Syrine Rajhi, Halima Elbiaze, Sébastien Gambs, Roch H. Glitho
Leveraging In-Network Computing for Privacy-Aware Real-Time Surveillance mHealth Applications. GLOBECOM (2023)
Sofiane Azogagh, Zelma Aubin Birba, Sébastien Gambs, Marc-Olivier Killijian
Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning. CoRR (2023)
Voncarlos Marcelo Araújo, Sébastien Gambs, Clément Chion, Robert Michaud, Léo Schneider, Hadrien Lautraite
Membership Inference Attack for Beluga Whales Discrimination. CoRR (2023)
Héber Hwang Arcolezi, Sébastien Gambs
Revealing the True Cost of Local Privacy: An Auditing Perspective. CoRR (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
SoK: Taming the Triangle - On the Interplays between Fairness, Interpretability and Privacy in Machine Learning. CoRR (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Improving fairness generalization through a sample-robust optimization method. Mach. Learn. 112 (6) (2023)
Zineb Garroussi, Antoine Legrain, Sébastien Gambs, Vincent Gautrais, Brunilde Sansò
Data privacy for Mobility as a Service. CoRR (2023)
Ali Shahin Shamsabadi, Sierra Calanda Wyllie, Nicholas Franzese, Natalie Dullerud, Sébastien Gambs, Nicolas Papernot, Xiao Wang, Adrian Weller
Confidential-PROFITT: Confidential PROof of FaIr Training of Trees. ICLR (2023)
Tristan Allard, Louis Béziaud, Sébastien Gambs
SNAKE Challenge: Sanitization Algorithms under Attack. CIKM (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. SaTML (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Probabilistic Dataset Reconstruction from Interpretable Models. CoRR (2023)
Héber Hwang Arcolezi, Sébastien Gambs, Jean-François Couchot, Catuscia Palamidessi
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy. Proc. VLDB Endow. 16 (5) (2023)
Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs
Frequency Estimation of Evolving Data Under Local Differential Privacy. EDBT (2023)
Guillaume Gagnon, Sébastien Gambs, Mathieu Cunche
RSSI-Based Fingerprinting of Bluetooth Low Energy Devices. SECRYPT (2023)
Sofiane Azogagh, Victor Delfour, Sébastien Gambs, Marc-Olivier Killijian
PROBONITE: PRivate One-Branch-Only Non-Interactive decision Tree Evaluation. WAHC@CCS (2022)
Voncarlos M. Araújo, Ankita Shukla, Clément Chion, Sébastien Gambs, Robert Michaud
Machine-Learning Approach for Automatic Detection of Wild Beluga Whales from Hand-Held Camera Pictures. Sensors 22 (11) (2022)
Héber Hwang Arcolezi, Sébastien Gambs, Jean-François Couchot, Catuscia Palamidessi
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy. CoRR (2022)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. CoRR (2022)
Héber Hwang Arcolezi, Jean-François Couchot, Sébastien Gambs, Catuscia Palamidessi, Majid Zolfaghari
Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python. CoRR (2022)
Sébastien Gambs, Rosin Claude Ngueveu
Fair mapping. CoRR (2022)
Ali Shahin Shamsabadi, Mohammad Yaghini, Natalie Dullerud, Sierra Wyllie, Ulrich Aïvodji, Aisha Alaagib, Sébastien Gambs, Nicolas Papernot
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection. NeurIPS (2022)
Sofiane Azogagh, Victor Delfour, Sébastien Gambs, Marc-Olivier Killijian
PROBONITE : PRivate One-Branch-Only Non-Interactive decision Tree Evaluation. IACR Cryptol. ePrint Arch. 2022 (2022)
Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs
Frequency Estimation of Evolving Data Under Local Differential Privacy. CoRR (2022)
Héber Hwang Arcolezi, Jean-François Couchot, Sébastien Gambs, Catuscia Palamidessi, Majid Zolfaghari
Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python. ESORICS (3) (2022)
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists. CPAIOR (2022)
Ulrich Aïvodji, Hiromi Arai, Sébastien Gambs, Satoshi Hara
Characterizing the risk of fairwashing. CoRR (2021)
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
FairCORELS, an Open-Source Library for Learning Fair Rule Lists. CIKM (2021)
Sébastien Gambs, Frédéric Ladouceur, Antoine Laurent, Alexandre Roy-Gaumond
Growing synthetic data through differentially-private vine copulas. Proc. Priv. Enhancing Technol. 2021 (3) (2021)
Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Rosin Claude Ngueveu
DySan: Dynamically Sanitizing Motion Sensor Data Against Sensitive Inferences through Adversarial Networks. AsiaCCS (2021)
Ulrich Aïvodji, Hiromi Arai, Sébastien Gambs, Satoshi Hara
Characterizing the risk of fairwashing. NeurIPS (2021)
Ulrich Aïvodji, François Bidet, Sébastien Gambs, Rosin Claude Ngueveu, Alain Tapp
Local Data Debiasing for Fairness Based on Generative Adversarial Training. Algorithms 14 (3) (2021)
Ulrich Aïvodji, Alexandre Bolot, Sébastien Gambs
Model extraction from counterfactual explanations. CoRR (2020)
Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Claude Rosin Ngueveu
DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks. CoRR (2020)
Tristan Allard, Louis Béziaud, Sébastien Gambs
Publication of Court Records: Circumventing the Privacy-Transparency Trade-Off. AICOL (2020)
Tristan Allard, Louis Béziaud, Sébastien Gambs
Online publication of court records: circumventing the privacy-transparency trade-off. CoRR (2020)
Ulrich Aïvodji, Hiromi Arai, Olivier Fortineau, Sébastien Gambs, Satoshi Hara, Alain Tapp
Fairwashing: the risk of rationalization. ICML (2019)
Ulrich Aïvodji, Hiromi Arai, Olivier Fortineau, Sébastien Gambs, Satoshi Hara, Alain Tapp
Fairwashing: the risk of rationalization. CoRR (2019)
Ulrich Aïvodji, François Bidet, Sébastien Gambs, Rosin Claude Ngueveu, Alain Tapp
Agnostic data debiasing through a local sanitizer learnt from an adversarial network approach. CoRR (2019)
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Learning Fair Rule Lists. CoRR (2019)
Antoine Boutet, Sébastien Gambs
Inspect What Your Location History Reveals About You: Raising user awareness on privacy threats associated with disclosing his location data. CIKM (2019)
Ulrich Aïvodji, Sébastien Gambs, Timon Ther
GAMIN: An Adversarial Approach to Black-Box Model Inversion. CoRR (2019)
Ulrich Matchi Aïvodji, Sébastien Gambs, Alexandre Martin
IOTFLA : A Secured and Privacy-Preserving Smart Home Architecture Implementing Federated Learning. IEEE Symposium on Security and Privacy Workshops (2019)
Mohammad Alaggan, Mathieu Cunche, Sébastien Gambs
Privacy-preserving Wi-Fi Analytics. Proc. Priv. Enhancing Technol. 2018 (2) (2018)
Ehab ElSalamouny, Sébastien Gambs
Optimal noise functions for location privacy on continuous regions. CoRR (2018)
Hiroaki Kikuchi, Josep Domingo-Ferrer, Sébastien Gambs
Anonymization methods and inference attacks: theory and practice (NII Shonan Meeting 2018-5). NII Shonan Meet. Rep. 2018 (2018)
Sébastien Gambs
Privacy and Ethical Challenges in Big Data. FPS (2018)
Sébastien Gambs, Julien Lolive, Jean-Marc Robert
Entwining Sanitization and Personalization on Databases. AsiaCCS (2018)
Ehab ElSalamouny, Sébastien Gambs
Optimal noise functions for location privacy on continuous regions. Int. J. Inf. Sec. 17 (6) (2018)
Gildas Avoine, Xavier Bultel, Sébastien Gambs, David Gérault, Pascal Lafourcade, Cristina Onete, Jean-Marc Robert
A Terrorist-fraud Resistant and Extractor-free Anonymous Distance-bounding Protocol. IACR Cryptol. ePrint Arch. 2017 (2017)
Gildas Avoine, Xavier Bultel, Sébastien Gambs, David Gérault, Pascal Lafourcade, Cristina Onete, Jean-Marc Robert
A Terrorist-fraud Resistant and Extractor-free Anonymous Distance-bounding Protocol. AsiaCCS (2017)
Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec
Heterogeneous Differential Privacy. J. Priv. Confidentiality 7 (2) (2016)
Amira Barki, Solenn Brunet, Nicolas Desmoulins, Sébastien Gambs, Saïd Gharout, Jacques Traoré
Private eCash in Practice (Short Paper). Financial Cryptography (2016)
Ehab ElSalamouny, Sébastien Gambs
Differential Privacy Models for Location-Based Services. Trans. Data Priv. 9 (1) (2016)
Xavier Bultel, Sébastien Gambs, David Gérault, Pascal Lafourcade, Cristina Onete, Jean-Marc Robert
A Prover-Anonymous and Terrorist-Fraud Resistant Distance-Bounding Protocol. WISEC (2016)
Solenn Brunet, Sébastien Canard, Sébastien Gambs, Baptiste Olivier
Novel differentially private mechanisms for graphs. IACR Cryptol. ePrint Arch. 2016 (2016)
Esma Aïmeur, Sébastien Gambs, Cheu Yien Yep
An Empirical Study on GSN Usage Intention: Factors Influencing the Adoption of Geo-Social Networks. ARES (2016)
Solenn Brunet, Sébastien Canard, Sébastien Gambs, Baptiste Olivier
Edge-calibrated noise for differentially private mechanisms on graphs. PST (2016)
Mohammad Alaggan, Sébastien Gambs, Stan Matwin, Mohammed Tuhin
Sanitization of Call Detail Records via Differentially-Private Bloom Filters. DBSec (2015)
Sébastien Gambs, Carlos Eduardo Rosar Kós Lassance, Cristina Onete
The Not-so-Distant Future: Distance-Bounding Protocols on Smartphones. CARDIS (2015)
Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec
Heterogeneous Differential Privacy. CoRR (2015)
Sébastien Gambs, Samuel Ranellucci, Alain Tapp
The Crypto-Democracy and the Trustworthy (Position Paper). DPM/SETOP/QASA (2014)
Ghada Arfaoui, Guillaume Dabosville, Sébastien Gambs, Patrick Lacharme, Jean-François Lalande
A Privacy-Preserving NFC Mobile Pass for Transport Systems. EAI Endorsed Trans. Mob. Commun. Appl. 2 (5) (2014)
Sébastien Gambs, Cristina Onete, Jean-Marc Robert
Prover Anonymous and Deniable Distance-Bounding Authentication. IACR Cryptol. ePrint Arch. 2014 (2014)
Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez
De-anonymization attack on geolocated data. J. Comput. Syst. Sci. 80 (8) (2014)
Sébastien Gambs, Cristina Onete, Jean-Marc Robert
Prover anonymous and deniable distance-bounding authentication. AsiaCCS (2014)
Jesus Friginal, Sébastien Gambs, Jérémie Guiochet, Marc-Olivier Killijian
Towards privacy-driven design of a dynamic carpooling system. Pervasive Mob. Comput. 14 (2014)
Sébastien Gambs, Marc-Olivier Killijian, Matthieu Roy, Moussa Traoré
PROPS: A PRivacy-Preserving Location Proof System. SRDS (2014)
Raghavendran Balu, Teddy Furon, Sébastien Gambs
Challenging Differential Privacy: The Case of Non-interactive Mechanisms. ESORICS (2) (2014)
Caroline Fontaine, Sébastien Gambs, Julien Lolive, Cristina Onete
Private Asymmetric Fingerprinting: A Protocol with Optimal Traitor Tracing Using Tardos Codes. LATINCRYPT (2014)
Sébastien Gambs, Samuel Ranellucci, Alain Tapp
The Crypto-democracy and the Trustworthy. CoRR (2014)
Ghada Arfaoui, Sébastien Gambs, Patrick Lacharme, Jean-François Lalande, Roch Lescuyer, Jean Claude Paillès
A Privacy-Preserving Contactless Transport Service for NFC Smartphones. MobiCASE (2013)
Sébastien Gambs, Marc-Olivier Killijian, Izabela Moise, Miguel Núñez del Prado Cortez
MapReducing GEPETO or Towards Conducting a Privacy Analysis on Millions of Mobility Traces. IPDPS Workshops (2013)
Emmanuelle Anceaume, Yann Busnel, Sébastien Gambs
On the Power of the Adversary to Solve the Node Sampling Problem. Trans. Large Scale Data Knowl. Centered Syst. 11 (2013)
Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez
De-anonymization Attack on Geolocated Data. TrustCom/ISPA/IUCC (2013)
Esma Aïmeur, Gilles Brassard, Sébastien Gambs
Quantum speed-up for unsupervised learning. Mach. Learn. 90 (2) (2013)
Sébastien Gambs
Inference Attacks on Geolocated Data. ERCIM News 2012 (90) (2012)
Esma Aïmeur, Gilles Brassard, Sébastien Gambs, David Schönfeld
P3ERS: Privacy-Preserving PEer Review System. Trans. Data Priv. 5 (3) (2012)
Sébastien Gambs, Julien Lolive
SlopPy: Slope One with Privacy. DPM/SETOP (2012)
Yves Deswarte, Sébastien Gambs
The Challenges Raised by the Privacy-Preserving Identity Card. Cryptography and Security (2012)
Sébastien Gambs, Rachid Guerraoui, Florian Huc, Anne-Marie Kermarrec
On Dynamic Distributed Computing CoRR (2012)
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
AMORES: an architecture for mobiquitous resilient systems. ARMOR (2012)
Emmanuelle Anceaume, Yann Busnel, Sébastien Gambs
AnKLe: Detecting Attacks in Large Scale Systems via Information Divergence. EDCC (2012)
Sébastien Gambs, Marc-Olivier Killijian, Matthieu Roy, Moussa Traoré
Locanyms: towards privacy-preserving location-based services. ARMOR (2012)
Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec
BLIP: Non-interactive Differentially-Private Similarity Computation on Bloom filters. SSS (2012)
Sébastien Gambs, Ahmed Gmati, Michel Hurfin
Reconstruction Attack through Classifier Analysis. DBSec (2012)
Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez
Next place prediction using mobility Markov chains. MPM@EuroSys (2012)
Sébastien Gambs, Rachid Guerraoui, Hamza Harkous, Florian Huc, Anne-Marie Kermarrec
Scalable and Secure Polling in Dynamic Distributed Networks. SRDS (2012)
Emmanuelle Anceaume, Yann Busnel, Sébastien Gambs
Characterizing the Adversarial Power in Uniform and Ergodic Node Sampling. AlMoDEP (2011)
Emmanuelle Anceaume, Christophe Bidan, Sébastien Gambs, Guillaume Hiet, Michel Hurfin, Ludovic Mé, Guillaume Piolle, Nicolas Prigent, Eric Totel, Frederic Tronel, Valérie Viet Triem Tong
From SSIR to CIDre: A New Security Research Group in Rennes, France. SysSec@DIMVA (2011)
Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec
Private Similarity Computation in Distributed Systems: From Cryptography to Differential Privacy. OPODIS (2011)
Sébastien Gambs, Rachid Guerraoui, Hamza Harkous, Florian Huc, Anne-Marie Kermarrec
Scalable and Secure Aggregation in Distributed Networks CoRR (2011)
Gilles Brassard, Frédéric Dupuis, Sébastien Gambs, Alain Tapp
An optimal quantum algorithm to approximate the mean and its application for approximating the median of a set of points over an arbitrary distance CoRR (2011)
Sébastien Gambs, Olivier Heen, Christophe Potin
A comparative privacy analysis of geosocial networks. SPRINGL (2011)
Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez
Show Me How You Move and I Will Tell You Who You Are. Trans. Data Priv. 4 (2) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sébastien Gambs