From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning

Shanghao Shi, Chaoyu Zhang, Heng Jin +6

Federated learning (FL) enables multiple parties to collaboratively fine-tune language models for domain-specific tasks without sharing raw data. Since full model fine-tuning is of…