Kavli Affiliate: Wei Gao | First 5 Authors: Kai Huang, Haoming Wang, Wei Gao, , | Summary: Text-to-image diffusion models can be fine-tuned in custom domains to adapt to specific user preferences, but such adaptability has also been utilized for illegal purposes, such as forging public figures’ portraits, duplicating copyrighted artworks and generating explicit contents. […]
Continue.. FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing