Work

SAGNet: Decoupling Semantic-Agnostic Artifacts From Limited Training Data for Robust Generalization in Deepfake Detection

Year: 2025

Type: article

Source: IEEE Transactions on Information Forensics and Security

DOI: 10.1109/tifs.2025.3581726

Authors: Renshuai Tao, Chuangchuang Tan, Huan Liu, Jiakai Wang, Haotong Qin, Yakun Chang, Wei Wang, Rongrong Ni, Yao Zhao

Institutions: Beijing Jiaotong University, ETH Zurich, ETH Zürich Foundation

Language: English

Topic: Digital Media Forensic Detection

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funder: National Natural Science Foundation of China

Award: G1629255802

OpenAlex ID: W4411484192

FWCI: 4.377

Cites: 101

Cited by: 12

Related to: 10