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20242026
most citedMembership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy

2 citations · 2 across the 16 of their papers we have counts for

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cs.CV2025

NDM: A Noise-driven Detection and Mitigation Framework against Implicit Sexual Intentions in Text-to-Image Generation

Yitong Sun, Yao Huang, Ruochen Zhang +4

Despite the impressive generative capabilities of text-to-image (T2I) diffusion models, they remain vulnerable to generating inappropriate content, especially when confronted with…