2025
Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack
ACL 2025long
Decentralized training has become a resource-efficient framework to democratize the training of large language models (LLMs). However, the privacy risks associated with this framework, particularly due to the potential inclusion of sensitive data in training datasets, remain unexplored. This paper i…