Deepfake DetectionReal-World
Do deepfake detectors work in reality?
Simiao Ren, Disha Patil, Kidus Zewde, Dennis Ng, Hengwei Xu, Shengkai Jiang, Ramini Desai, Ning-Yau Cheng, Yining Zhou, Ragavi Muthukrishnan
How to cite
@inproceedings{ren2025deepfake,
title={Do deepfake detectors work in reality?},
author={Ren, Simiao and Patil, Disha and Zewde, Kidus and Ng, Tsang Dennis and Xu, Hengwei and Jiang, Shengkai and Desai, Ramini and Cheng, Ning-Yau and Zhou, Yining and Muthukrishnan, Ragavi},
booktitle={Proceedings of the 4th workshop on security implications of deepfakes and cheapfakes},
pages={21--26},
year={2025}
}Associated datasets
Real-World Faceswap Dataset (RWFS)
A real-world faceswap collection used to evaluate deepfake detectors against in-the-wild manipulations rather than lab-only synthetics.