第二十四章 深度造假

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教学资料


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]
  • MyvoiceYourFace [10]
  • These people does not exist[11]

开发者资源

  • DeepfakeLab [12]
  • Deepfakes [13]
  • Deepfake Live [14]
  • 人工智能换脸工具(Deepfake)盘点(2021) [15]


高级读者

  • 李旭嵘等,深度伪造与检测技术综述,软件学报 [16]
  • Deep Learning for Deepfakes Creation and Detection: A Survey [17]
  • 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. [18]
  • How to Produce a DeepFake Video in 5 Minutes [19]
  • 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. [20]
  • 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.[21]