第二十四章 深度造假

教学资料

• 教学参考
• 课件
• 小清爱提问：深度伪造技术的原理是什么[1]

扩展阅读

• AI100问：深度伪造技术的原理是什么[2]
• IEEE Spectrum, Facebook AI Launches Its Deepfake Detection Challenge [3]
• What do we do about deepfake video? [*][4]
• Deepfake首次参与战争！乌克兰总统被伪造投降视频，无奈推特辟谣 [5]
• 机器之心：刷屏的ZAO换脸APP你玩了吗？里面的霸王条款你造吗？ [6]

视频展示

• 换脸视频 [7]
• 泽连斯基视频鉴伪 [8]

演示链接

• Create fake video online [9]
• These people does not exist[10]

开发者资源

• DeepfakeLab [11]
• Deepfakes [12]
• Deepfake Live [13]
• 人工智能换脸工具（Deepfake）盘点（2021） [14]

高级读者

• 李旭嵘等，深度伪造与检测技术综述,软件学报 [15]
• Deep Learning for Deepfakes Creation and Detection: A Survey [16]
• Suwajanakorn S, Seitz S M, Kemelmacher-Shlizerman I. Synthesizing obama: learning lip sync from audio[J]. ACM Transactions on Graphics (ToG), 2017, 36(4): 1-13. [17]
• How to Produce a DeepFake Video in 5 Minutes [*][18]
• Matern F, Riess C, Stamminger M. Exploiting visual artifacts to expose deepfakes and face manipulations[C]//2019 IEEE Winter Applications of Computer Vision Workshops (WACVW). IEEE, 2019: 83-92. [19]
• Hu S, Li Y, Lyu S. Exposing GAN-generated faces using inconsistent corneal specular highlights[C]//ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2021: 2500-2504.[20]