Federated Art Chase: Privacy Leakage and Data Poisoning in Federated Fine-Tuning

Vasileios Perifanis, Nikolaos Pavlidis

Federated learning (FL) is increasingly used to adapt a pretrained, centrally fine-tuned model to data that remain on user devices, beyond training a model from scratch. In this re…