Journal

• Ulrich Aïvodji, François Bidet, Sébastien Gambs, Rosin Claude Ngueveu and Alain Tapp. Local data debiasing for fairness based on generative adversarial training. Algorithms 14(3): 87 (2021). HTML
• Yves-Alexandre de Montjoye, Sébastien Gambs, Vincent Blondel, Geoffrey Canright, Nicolas de Cordes, Sébastien Deletaille, Kenth Engø-Monsen, Manuel Garcia-Herranz, Jake Kendall, Cameron Kerry, Gautier Krings, Emmanuel Letouzé, Miguel Luengo-Oroz, Nuria Oliver, Luc Rocher, Alex Rutherford, Zbigniew Smoreda, Jessica Steele, Erik Wetter, Alex “Sandy” Pentland and Linus Bengtsson. On the privacy-conscientious use of mobile phone data. Scientific Data. Issue 5 (2018). HTML
• Ehab ElSalamouny and Sébastien Gambs. Optimal noise functions for location privacy on continuous regions. International Journal of Information Security: 613-630 (2018). PDF
• Mohammad Alaggan, Mathieu Cunche and Sébastien Gambs. Privacy-preserving Wi-Fi Analytics. PoPETs 2018(2): 4-26 (2018). HTML
• Hugo Cyr, Sébastien Gambs and Marie-Jean Meurs. Pour un développement plus égalitaire de l’IA. Options politiques / Policy options (2018). HTML
• Alaggan Mohammad, Gambs Sébastien and Kermarrec Anne-Marie. Heterogeneous differential privacy. Journal of Privacy and Confidentiality, volume 7, issue 2, article 7, January 2017. PDF
• Aïvodji Ulrich Matchi, Gambs Sébastien, Huguet Marie-Jo and Killijian Marc-Olivier. Meeting points in ridesharing : A privacy-preserving approach. Transportation Research Part C : Emerging Technologies, volume 72, Elsevier, pp. 239-253, November 2016.
• Ehab ElSalamouny and Sébastien Gambs. Differential Privacy Models for Location-Based Services. Transactions on Data Privacy 9(1): 15-48 (2016) PDF
• Sébastien Gambs, Marc-Olivier Killijian and Miguel Núñez del Prado Cortez. De-anonymization attack on geolocated data. Journal of Computer and System Sciences 80(8): 1597-1614 (2014).   HTML
• Jesus Friginal, Sébastien Gambs, Jérémie Guiochet and Marc-Olivier Killijian. Towards privacy-driven design of a dynamic carpooling system. Pervasive and Mobile Computing 14: 71-82 (2014). HTML
• Ghada Arfaoui, Guillaume Dabosville, Sébastien Gambs, Patrick Lacharme and Jean-François Lalande. A privacy-preserving NFC mobile pass for transport systems. ICST Transactions on Mobile Communications Applications 2(5): e4 (2014). HTML
• Emmanuelle Anceaume, Yann Busnel, Sébastien Gambs. On the power of the adversary to solve the node sampling problem. Transactions on Large-Scale Datasets and Knowledge-Centered Systems 11: 102-126 (2013). HTML
• Esma Aïmeur, Gilles Brassard and Sébastien Gambs. Quantum speed-up for unsupervised learning. Machine Learning 90(2): 261-287 (2013). HTML
• Esma Aïmeur, Gilles Brassard, Sébastien Gambs and David Schönfeld. P3ERS: Privacy-Preserving PEer Review System. Transactions on Data Privacy 5(3): 553-578 (2012). HTML
• Sébastien Gambs, Marc-Olivier Killijian and Miguel Núñez del Prado Cortez. Show me how you move and I will tell you who you are. Transactions on Data Privacy 4(2): 103-126 (2011). HTML
• Yves Deswarte and Sébastien Gambs. A proposal for a privacy-preserving national identity card. Transactions on Data Privacy 3(3): 253-276 (2010). HTML
• Sébastien Gambs, Balázs Kégl and Esma Aïmeur. Privacy-preserving boosting. Data Mining and Knowledge Discovery 14(1): 131-170 (2007). HTML