Search Results for author: Sylvain Chatel

Found 3 papers, 2 papers with code

SoK: Privacy-Preserving Collaborative Tree-based Model Learning

no code implementations16 Mar 2021 Sylvain Chatel, Apostolos Pyrgelis, Juan Ramon Troncoso-Pastoriza, Jean-Pierre Hubaux

Tree-based models are among the most efficient machine learning techniques for data mining nowadays due to their accuracy, interpretability, and simplicity.

BIG-bench Machine Learning Privacy Preserving

Privacy and Integrity Preserving Computations with CRISP

1 code implementation8 Jul 2020 Sylvain Chatel, Apostolos Pyrgelis, Juan R. Troncoso-Pastoriza, Jean-Pierre Hubaux

Service providers are interested in verifying the integrity of the users' data to improve their services and obtain useful knowledge for their business.

Cryptography and Security

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