Ben Y. Zhao

On the Feasibility of Poisoning Text-to-Image AI Models via Adversarial Mislabeling

2025

Today's text-to-image generative models are trained on millions of images sourced from the Internet, each paired with a detailed caption produced by Vision-Language Models (VLMs). This part of the training pipeline is critical for supplying …