DFGC 2021：深度伪造博弈竞赛
计算机视觉与模式识别
2021-08-11 v1
摘要
本文介绍 DFGC 2021 竞赛的概要。DeepFake 技术发展迅速，逼真换脸日益具欺骗性且难以检测。与此同时，DeepFake 检测方法也在进步。DeepFake 制造者与检测者之间存在双方博弈。本竞赛为当前最先进 DeepFake 生成与检测方法的对抗博弈提供通用基准平台。本文展示该竞赛的组织、结果及优胜方案，并分享我们在活动中获得的见解。我们还发布了从参赛者收集的 DFGC-21 测试数据集，以进一步惠及研究界。
关键词
引用
@article{arxiv.2106.01217,
title = {DFGC 2021: A DeepFake Game Competition},
author = {Bo Peng and Hongxing Fan and Wei Wang and Jing Dong and Yuezun Li and Siwei Lyu and Qi Li and Zhenan Sun and Han Chen and Baoying Chen and Yanjie Hu and Shenghai Luo and Junrui Huang and Yutong Yao and Boyuan Liu and Hefei Ling and Guosheng Zhang and Zhiliang Xu and Changtao Miao and Changlei Lu and Shan He and Xiaoyan Wu and Wanyi Zhuang},
journal= {arXiv preprint arXiv:2106.01217},
year = {2021}
}