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The Devil is in the Details: Detection, Measurement and Lawfulness of Server-Side Tracking on the Web

 Imane Fouad , Cristiana Santos , Pierre Laperdrix
24th Privacy Enhancing Technologies Symposium (PETS 2024), Jul 2024, Bristol, United Kingdom
Communication dans un congrès hal-04617727v1

Differentially Private Decentralized Learning with Random Walks

 Edwige Cyffers , Aurélien Bellet , Jalaj Upadhyay
ICML 2024 - Forty-first International Conference on Machine Learning, Jul 2024, Vienne (Autriche), Austria. ⟨10.48550/arXiv.2402.07471⟩
Communication dans un congrès hal-04610660v1
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Rényi Pufferfish Privacy: General Additive Noise Mechanisms and Privacy Amplification by Iteration via Shift Reduction Lemmas

 Clément Pierquin , Aurélien Bellet , Marc Tommasi , Matthieu Boussard
International Conference on Machine Learning (ICML 2024), 2024, Vienna (Austria), Austria
Communication dans un congrès hal-04363020v2

Privacy Attacks in Decentralized Learning

 Abdellah El Mrini , Edwige Cyffers , Aurélien Bellet
ICML 2024 - Forty-first International Conference on Machine Learning, Jul 2024, Vienne (Austria), Austria. ⟨10.48550/arXiv.2402.10001⟩
Communication dans un congrès hal-04610652v1
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Strassen's algorithm is not optimally accurate

 Jean-Guillaume Dumas , Clément Pernet , Alexandre Sedoglavic
Proceedings of the 49th International Symposium on Symbolic and Algebraic Computation (ISSAC'24), ACM SIGSAM, Jul 2024, Raleigh, NC, United States. ⟨10.1145/3666000.3669697⟩
Communication dans un congrès hal-04441653v2
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Differential Privacy has Bounded Impact on Fairness in Classification

 Paul Mangold , Michaël Perrot , Aurélien Bellet , Marc Tommasi
International Conference on Machine Learning, Jul 2023, Honolulu, United States
Communication dans un congrès hal-03902203v2
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Web, smartphone, AdTech: the privacy viewpoint

 Vincent Roca , Pierre Laperdrix
Winter school 2024 of the PEPR Cybersecurity, PEPR Cybercesurity, Jan 2024, Autrans, France
Communication dans un congrès hal-04550725v1

FairGrad: Fairness Aware Gradient Descent

 Gaurav Maheshwari , Michaël Perrot
Transactions on Machine Learning Research Journal, 2023
Article dans une revue hal-03902196v1
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Confidential-DPproof: Confidential Proof of Differentially Private Training

 Ali Shahin Shamsabadi , Gefei Tan , Tudor Ioan Cebere , Aurélien Bellet , Hamed Haddadi , et al.
ICLR 2024 - 12th International Conference on Learning Representations, May 2024, Vienna (Austria), Austria
Communication dans un congrès hal-04610635v1

From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning

 Edwige Cyffers , Aurélien Bellet , Debabrota Basu
Proceedings of the 40th International Conference on Machine Learning (ICML), Jul 2023, Honolulu, United States
Communication dans un congrès hal-04260417v1
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High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent

 Paul Mangold , Aurélien Bellet , Joseph Salmon , Marc Tommasi
AISTATS 2023 - International Conference on Artificial Intelligence and Statistics, Apr 2023, Valencia, Spain
Communication dans un congrès hal-03714465v3
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A Systematic Evaluation of Automated Tools for Side-Channel Vulnerabilities Detection in Cryptographic Libraries

 Antoine Geimer , Mathéo Vergnolle , Frédéric Recoules , Lesly-Ann Daniel , Sébastien Bardin , et al.
CCS 2023 - ACM SIGSAC Conference on Computer and Communications Security, Nov 2023, Copenhagen, Denmark. pp.1690-1704, ⟨10.1145/3576915.3623112⟩
Communication dans un congrès hal-04474774v1
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