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Towards Prompt-robust Face Privacy Protection via Adversarial Decoupling Augmentation Framework. (arXiv:2305.03980v1 [cs.CV])
cs.CR updates on arXiv.org arxiv.org
Denoising diffusion models have shown remarkable potential in various
generation tasks. The open-source large-scale text-to-image model, Stable
Diffusion, becomes prevalent as it can generate realistic artistic or facial
images with personalization through fine-tuning on a limited number of new
samples. However, this has raised privacy concerns as adversaries can acquire
facial images online and fine-tune text-to-image models for malicious editing,
leading to baseless scandals, defamation, and disruption to victims' lives.
Prior research efforts have focused on deriving adversarial loss from …
adversarial adversaries diffusion models facial framework images large privacy protection scale stable diffusion text