most citedAre Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics

1 citations · 1 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CR2026

Screen-Conditioned Watermarking Against Multi-Screen Collusion Attacks

Mingyue Chen, Xin Liao, Yufeng Wu +2

Screen-shooting poses a significant threat to confidential information protection. While existing screen-shooting watermarking methods enable copyright verification, the copyrighte…

cs.CV2026

DDNet: A Dual-Stream Graph Learning and Disentanglement Framework for Temporal Forgery Localization

Boyang Zhao, Xin Liao, Jiaxin Chen +2

The rapid evolution of AIGC technology enables misleading viewers by tampering mere small segments within a video, rendering video-level detection inaccurate and unpersuasive. Cons…

cs.CV2024

Compressed Deepfake Video Detection Based on 3D Spatiotemporal Trajectories

Zongmei Chen, Xin Liao, Xiaoshuai Wu +1

The misuse of deepfake technology by malicious actors poses a potential threat to nations, societies, and individuals. However, existing methods for detecting deepfakes primarily f…

cs.CV2024★ 1 cited

Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics

Xiaoshuai Wu, Xin Liao, Bo Ou +2

AI-generated content has accelerated the topic of media synthesis, particularly Deepfake, which can manipulate our portraits for positive or malicious purposes. Before releasing th…

cs.CV2024

SafePaint: Anti-forensic Image Inpainting with Domain Adaptation

Dunyun Chen, Xin Liao, Xiaoshuai Wu +1

Existing image inpainting methods have achieved remarkable accomplishments in generating visually appealing results, often accompanied by a trend toward creating more intricate str…