Exposing the deception: Uncovering more forgery clues for deepfake detection

Z Ba, Q Liu, Z Liu, S Wu, F Lin, L Lu… - Proceedings of the AAAI …, 2024‏ - ojs.aaai.org
Deepfake technology has given rise to a spectrum of novel and compelling applications.
Unfortunately, the widespread proliferation of high-fidelity fake videos has led to pervasive …

Locate and verify: A two-stream network for improved deepfake detection

C Shuai, J Zhong, S Wu, F Lin, Z Wang, Z Ba… - Proceedings of the 31st …, 2023‏ - dl.acm.org
Deepfake has taken the world by storm, triggering a trust crisis. Current deepfake detection
methods are typically inadequate in generalizability, with a tendency to overfit to image …

Improving generalization of deepfake detectors by imposing gradient regularization

W Guan, W Wang, J Dong… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
The rapid development of face forgery technology has posed a significant threat to
information security. While deepfake detection has proven to be an effective …