Diverse Information Aggregation with Adaptive Graph Construction and prompts for deepfake detection

Zhenhua Bai, Qiangchang Wang, Lu Yang, Xinxin Zhang, Yanbo Gao, Yilong Yin

Abstract: Highlights•Proposed a novel method for global information extraction.•Introduced a new strategy to conduct feature fusion.•Achieve state-of-the-art performance on cross-domain testing.

External IDs:doi:10.1016/j.imavis.2025.105682