Intriguing Properties of Diffusion Models: A Large-Scale Dataset for Evaluating Natural Attack Capability in Text-to-Image Generative Models

no code implementations • 30 Aug 2023 • Takami Sato, Justin Yue, Nanze Chen, Ningfei Wang, Qi Alfred Chen

Motivated by the finding, we construct a large-scale dataset, Natural Denoising Diffusion Attack (NDDA) dataset, to systematically evaluate the risk of the natural attack capability of diffusion models with state-of-the-art text-to-image diffusion models.

Denoising Image Generation