Backdoors in Conditional Diffusion: Threats to Responsible Synthetic Data Pipelines

Raz Lapid, Almog Dubin

Text-to-image diffusion models achieve high-fidelity image generation from natural language prompts. ControlNets extend these models by enabling conditioning on structural inputs (…