“第二十四章 深度造假”版本间的差异

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高级读者
 
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* AI100问:深度伪造技术的原理是什么[http://aigraph.cslt.org/ai100/AI-100-99-深度伪造.pdf]
 
* AI100问:深度伪造技术的原理是什么[http://aigraph.cslt.org/ai100/AI-100-99-深度伪造.pdf]
 
* IEEE Spectrum, Facebook AI Launches Its Deepfake Detection Challenge [https://spectrum.ieee.org/facebook-ai-launches-its-deepfake-detection-challenge]
 
* IEEE Spectrum, Facebook AI Launches Its Deepfake Detection Challenge [https://spectrum.ieee.org/facebook-ai-launches-its-deepfake-detection-challenge]
* What do we do about deepfake video? [https://www.theguardian.com/technology/2019/jun/23/what-do-we-do-about-deepfake-video-ai-facebook]
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* What do we do about deepfake video? [*][https://www.theguardian.com/technology/2019/jun/23/what-do-we-do-about-deepfake-video-ai-facebook]
 
* 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 [https://www.51cto.com/article/704664.html]
 
* 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 [https://www.51cto.com/article/704664.html]
 
+
* 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? [https://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=2650769080&idx=2&sn=73b9eaf15c14b5cc01f84b0e2fc7c3c3&chksm=871a42c6b06dcbd0391201ac4c9117be312b7707bed752f84fb1c0b0fff6ed41e974f77a7315&scene=21#wechat_redirect]
  
 
==视频展示==
 
==视频展示==
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==演示链接==
 
==演示链接==
  
 
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* Create fake video online [https://www.synthesia.io/free-ai-video-demo#SalesPitchNew]
 +
* These people does not exist[https://www.thispersondoesnotexist.com/]
  
 
==开发者资源==
 
==开发者资源==
  
* DeepfakeLab [https://github.com/iperov/DeepFaceLab][https://deepfakelab.theglassroom.org/]
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* DeepfakeLab [https://github.com/iperov/DeepFaceLab]
 
* Deepfakes [https://github.com/deepfakes/faceswap]
 
* Deepfakes [https://github.com/deepfakes/faceswap]
 
* Deepfake Live [https://github.com/iperov/DeepFaceLive]
 
* Deepfake Live [https://github.com/iperov/DeepFaceLive]
 +
* 人工智能换脸工具(Deepfake)盘点(2021) [https://www.guoyuguang.com/ai-deepfake-tools/]
  
  
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==高级读者==
 
==高级读者==
  
* 暴雨轩,芦天亮,杜彦辉, 深度伪造视频检测技术综述, 计算机科学, 2020.4 [https://www.jsjkx.com/CN/article/openArticlePDF.jsp?id=19376]
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* 李旭嵘等,深度伪造与检测技术综述,软件学报 [https://nesa.zju.edu.cn/download/%E6%B7%B1%E5%BA%A6%E4%BC%AA%E9%80%A0%E4%B8%8E%E6%A3%80%E6%B5%8B%E6%8A%80%E6%9C%AF%E7%BB%BC%E8%BF%B0.pdf]
 
* Deep Learning for Deepfakes Creation and Detection: A Survey [https://arxiv.org/pdf/1909.11573.pdf]
 
* Deep Learning for Deepfakes Creation and Detection: A Survey [https://arxiv.org/pdf/1909.11573.pdf]
 
* 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. [https://dl.acm.org/doi/pdf/10.1145/3072959.3073640]
 
* 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. [https://dl.acm.org/doi/pdf/10.1145/3072959.3073640]
 +
* How to Produce a DeepFake Video in 5 Minutes [*][https://towardsdatascience.com/how-to-produce-a-deepfake-video-in-5-minutes-513984fd24b6]
 +
* 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. [https://ieeexplore.ieee.org/abstract/document/8638330]
 +
* 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.[https://arxiv.org/pdf/2009.11924.pdf?source=korben.info]

2023年8月13日 (日) 02:00的最后版本


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]
  • 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]