DeepFake detection based on high-frequency enhancement network for highly compressed content

Published: 01 Jan 2024, Last Modified: 05 Mar 2025Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We explore the difference between uncompressed and high- compressed deepfake data.•A High-Frequency Enhancement network is proposed for deepfake detection.•A two-stage cross-fusion strategy is designed for information complementary.•Extensive experiments are performed to verify the superiority of our method.
Loading