Yuyi Si

DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation

Using large language models (LLMs) has a potential risk of privacy leakage since the data with sensitive information may be used for fine-tuning the LLMs. Differential privacy (DP) provides theoretical guarantees of privacy protection, but its practical application in LLMs still has the problem of p…