Gaoning Pan

Ghost in the Cloud: Your Geo-Distributed Large Language Models Training is Easily Manipulated

Geo-distributed training and Federated Learning (FL) provide viable solutions to address the substantial data and computational resource needs associated with training large language models (LLMs). However, we empirically demonstrate that a single adversarial participant can significantly compromise…