IdentityGuard: Context-Aware Restriction and Provenance for Personalized Synthesis

Lingyun Zhang, Yu Xie, Ping Chen

The nature of personalized text-to-image models poses a unique safety challenge that generic context-blind methods are ill-equipped to handle. Such global filters create a dilemma:…