Enhancing Data Provenance and Model Transparency in Federated Learning Systems -- A Database Approach

Michael Gu, Ramasoumya Naraparaju, Dongfang Zhao

Federated Learning (FL) presents a promising paradigm for training machine learning models across decentralized edge devices while preserving data privacy. Ensuring the integrity a…