Membership Inference Attacks Against Fine-tuned Diffusion Language Models

Yuetian Chen, Kaiyuan Zhang, Yuntao Du +5

Diffusion Language Models (DLMs) represent a promising alternative to autoregressive language models, using bidirectional masked token prediction. Yet their susceptibility to priva…