Sébastien Gambs

Institut national de recherche en sciences et technologies du numérique — France

Computer Science · Physical Sciences

27h-index3.0kcitations196works1.12yr avg
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Research Topics

Privacy-Preserving Technologies in Data(82), Cryptography and Data Security(41), Adversarial Robustness in Machine Learning(27), Internet Traffic Analysis and Secure E-voting(26), Privacy, Security, and Data Protection(25)

Publications196 total

Chair's Letter
ACM SIGLOG News·2026
Privacy-Preserving Trajectory Data Publication Via Differentially-Private Representation Learning
Lecture notes in computer science·2025
Measuring the Hidden Cost of Data Valuation through Collective Disclosure
arXiv (Cornell University)·2025Open Access
P2NIA: Privacy-Preserving Non-iterative Auditing
Lecture notes in computer science·2025
LoChain: A Decentralized and Privacy-Preserving Blockchain Protocol for Mobility Data Management
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Fairness Evaluation of Neural Networks Through Computational Profile Likelihood
Computational Intelligence·2025Open Access
Representation-based fairness evaluation and bias correction robustness assessment in neural networks
Information and Software Technology·2025· 1 citedOpen Access
Responsible AI Day
2025Open Access
GRAND : Graph Reconstruction from Potential Partial Adjacency and Neighborhood Data
2025Open Access
Taming the Triangle: On the Interplays Between Fairness, Interpretability, and Privacy in Machine Learning
Computational Intelligence·2025· 1 citedOpen Access
On the Usage of Gaussian Process for Efficient Data Valuation
arXiv (Cornell University)·2025Open Access
WaKA: Data Attribution using K-Nearest Neighbors and Membership Privacy Principles
Proceedings on Privacy Enhancing Technologies·2025Open Access
P2NIA: Privacy-Preserving Non-Iterative Auditing
arXiv (Cornell University)·2025Open Access
A systematic review of data privacy in Mobility as a Service (MaaS)
Transportation Research Interdisciplinary Perspectives·2025· 9 citedOpen Access
Revisiting Locally Differentially Private Protocols: Towards Better Trade-offs in Privacy, Utility, and Attack Resistance
arXiv (Cornell University)·2025Open Access
Measuring privacy/utility tradeoffs of format-preserving strategies for data release
Journal of Business Analytics·2025· 1 citedOpen Access
Training Set Reconstruction from Differentially Private Forests: How Effective is DP?
arXiv (Cornell University)·2025· 1 citedOpen Access
AI-powered cow detection in complex farm environments
Smart Agricultural Technology·2025· 12 citedOpen Access
Representation-Based Fairness Evaluation and Bias Correction Robustness Assessment in Neural Networks
SSRN Electronic Journal·2025Open Access
Pour une identité numérique québécoise au service des citoyens : enjeux et recommandations
2025
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Frequent Co-authors

Marc‐Olivier Killijian(10), Gilles Brassard(8), Ulrich Aïvodji(8), Esma Aı̈meur(7), Alain Tapp(6), Miguel Núñez-del-Prado(5), Mohammad Alaggan(5), Anne-Marie Kermarrec(4), Cristina Onete(3), Marie‐José Huguet(2), Ai Ho(2), Anne Broadbent(2), Joseph F. Fitzsimons(2), Xavier Bultel(2), David Gérault(2), Pascal Lafourcade(2), Frédéric Dupuis(2), Jean–Marc Robert(2), Yves Deswarte(2), Rosin Claude Ngueveu(2)