DP-LAC: Lightweight Adaptive Clipping for Differentially Private Federated Fine-tuning of Language Models
arXiv:2605.10272v1 Announce Type: cross
Abstract: Federated learning (FL) enables the collaborative training of large-scale language models (LLMs) across edge devices while keeping user data on-device. However, FL still exposes sensitive information t…