Mitigating Unintended Memorization with LoRA in Federated Learning for LLMs

Thierry Bossy, Julien Vignoud, Tahseen Rabbani +2

Federated learning (FL) is a popular paradigm for collaborative training which avoids direct data exposure between clients. However, data privacy issues still remain: FL-trained la…