PRSS replaces the unconditional anchor in classifier-free guidance with the original prompt and searches for semantically similar alternative prompts, improving the privacy-utility trade-off against memorization baselines.
The pri- vacy onion effect: Memorization is relative
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Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models
PRSS replaces the unconditional anchor in classifier-free guidance with the original prompt and searches for semantically similar alternative prompts, improving the privacy-utility trade-off against memorization baselines.