GIFT: Gradient-aware Immunization of diffusion models against malicious Fine-Tuning with safe concepts retention

Amro Abdalla, Ismail Shaheen, Dan DeGenaro +3

We present GIFT: a {G}radient-aware {I}mmunization technique to defend diffusion models against malicious {F}ine-{T}uning while preserving their ability to generate safe content. E…