Xinjie Cui

Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection

We describe the Forensics Adapter, an adapter network designed to transform CLIP into an effective and generalizable face forgery detector. Although CLIP is highly versatile, adapting it for face forgery detection is non-trivial as forgery-related knowledge is entangled with a wide range of unrelate…