SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning

no code implementations • 24 Sep 2021 • Eugenio Lomurno, Alberto Archetti, Lorenzo Cazzella, Stefano Samele, Leonardo Di Perna, Matteo Matteucci

In this context, federated learning is one of the most influential frameworks for privacy-preserving distributed machine learning, achieving astounding results in many natural language processing and computer vision tasks.

BIG-bench Machine Learning Fairness +2