Frequency-Calibrated Membership Inference Attacks on Medical Image Diffusion Models

Xinkai Zhao, Yuta Tokuoka, Junichiro Iwasawa +1

The increasing use of diffusion models for image generation, especially in sensitive areas like medical imaging, has raised significant privacy concerns. Membership Inference Attac…