AI RESEARCH
VRAG-DFD: Verifiable Retrieval-Augmentation for MLLM-based Deepfake Detection
arXiv CS.CV
•
ArXi:2604.13660v1 Announce Type: new In Deepfake Detection (DFD) tasks, researchers proposed two types of MLLM-based methods: complementary combination with small DFD detectors, or static forgery knowledge injection. The lack of professional forgery knowledge hinders the performance of these DFD-MLLMs.