{
  "id": 129059,
  "title": "Few more useful papers on the subject of deepfakes",
  "url": "/competitions/deepfake-detection-challenge/discussion/129059",
  "author_name": "",
  "post_date": "2020-02-05T06:20:33.536117600Z",
  "votes": 4,
  "comment_count": 1,
  "views": 0,
  "content": "<p>P Korshunov, S Marcel: <a href=\"https://arxiv.org/abs/1812.08685\">https://arxiv.org/abs/1812.08685</a>                                      <a href=\"http://publications.idiap.ch/downloads/papers/2019/Korshunov_ICB_2019.pdf\">http://publications.idiap.ch/downloads/papers/2019/Korshunov_ICB_2019.pdf</a>\nD Guera, E Delp:   <a href=\"https://ieeexplore.ieee.org/abstract/document/8639163/\">https://ieeexplore.ieee.org/abstract/document/8639163/</a>\nB Dolhansky et al: <a href=\"https://arxiv.org/abs/1910.08854\">https://arxiv.org/abs/1910.08854</a>\nM Koopman et al: \n<a href=\"https://www.researchgate.net/profile/Zeno_Geradts/publication/329814168_Detection_of_Deepfake_Video_Manipulation/links/5c1bdf7da6fdccfc705da03e/Detection-of-Deepfake-Video-Manipulation.pdf\">https://www.researchgate.net/profile/Zeno_Geradts/publication/329814168_Detection_of_Deepfake_Video_Manipulation/links/5c1bdf7da6fdccfc705da03e/Detection-of-Deepfake-Video-Manipulation.pdf</a>\nD Cozzolino et al: <a href=\"https://arxiv.org/abs/1812.02510\">https://arxiv.org/abs/1812.02510</a>\nMesonet detector: <a href=\"https://ieeexplore.ieee.org/abstract/document/8630761/\">https://ieeexplore.ieee.org/abstract/document/8630761/</a> </p>",
  "messages": [
    {
      "id": "737285",
      "postDate": "02/05/2020 06:20:33",
      "content": "<p>P Korshunov, S Marcel: <a href=\"https://arxiv.org/abs/1812.08685\">https://arxiv.org/abs/1812.08685</a>                                      <a href=\"http://publications.idiap.ch/downloads/papers/2019/Korshunov_ICB_2019.pdf\">http://publications.idiap.ch/downloads/papers/2019/Korshunov_ICB_2019.pdf</a>\nD Guera, E Delp:   <a href=\"https://ieeexplore.ieee.org/abstract/document/8639163/\">https://ieeexplore.ieee.org/abstract/document/8639163/</a>\nB Dolhansky et al: <a href=\"https://arxiv.org/abs/1910.08854\">https://arxiv.org/abs/1910.08854</a>\nM Koopman et al: \n<a href=\"https://www.researchgate.net/profile/Zeno_Geradts/publication/329814168_Detection_of_Deepfake_Video_Manipulation/links/5c1bdf7da6fdccfc705da03e/Detection-of-Deepfake-Video-Manipulation.pdf\">https://www.researchgate.net/profile/Zeno_Geradts/publication/329814168_Detection_of_Deepfake_Video_Manipulation/links/5c1bdf7da6fdccfc705da03e/Detection-of-Deepfake-Video-Manipulation.pdf</a>\nD Cozzolino et al: <a href=\"https://arxiv.org/abs/1812.02510\">https://arxiv.org/abs/1812.02510</a>\nMesonet detector: <a href=\"https://ieeexplore.ieee.org/abstract/document/8630761/\">https://ieeexplore.ieee.org/abstract/document/8630761/</a> </p>",
      "rawMarkdown": "P Korshunov, S Marcel: https://arxiv.org/abs/1812.08685                                      http://publications.idiap.ch/downloads/papers/2019/Korshunov_ICB_2019.pdf\nD Guera, E Delp:   https://ieeexplore.ieee.org/abstract/document/8639163/\nB Dolhansky et al: https://arxiv.org/abs/1910.08854\nM Koopman et al: \nhttps://www.researchgate.net/profile/Zeno_Geradts/publication/329814168_Detection_of_Deepfake_Video_Manipulation/links/5c1bdf7da6fdccfc705da03e/Detection-of-Deepfake-Video-Manipulation.pdf\nD Cozzolino et al: https://arxiv.org/abs/1812.02510\nMesonet detector: https://ieeexplore.ieee.org/abstract/document/8630761/",
      "votes": null
    },
    {
      "id": "737351",
      "postDate": "02/05/2020 08:11:36",
      "content": "<p>From the 4th paper: \"The dataset consists of ten authentic, unmanipulated videos between 20 and 40 seconds in length, and of 16 Deepfakes made by the researcher\" ... I am not sure the conclusions based on such a small dataset are trustworthy</p>",
      "rawMarkdown": "From the 4th paper: \"The dataset consists of ten authentic, unmanipulated videos between 20 and 40 seconds in length, and of 16 Deepfakes made by the researcher\" ... I am not sure the conclusions based on such a small dataset are trustworthy",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 737351,
      "author_name": "vlpavlov",
      "author_url": "",
      "post_date": "02/05/2020 08:11:36",
      "content": "<p>From the 4th paper: \"The dataset consists of ten authentic, unmanipulated videos between 20 and 40 seconds in length, and of 16 Deepfakes made by the researcher\" ... I am not sure the conclusions based on such a small dataset are trustworthy</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "737285": "P Korshunov, S Marcel: https://arxiv.org/abs/1812.08685                                      http://publications.idiap.ch/downloads/papers/2019/Korshunov_ICB_2019.pdf\nD Guera, E Delp:   https://ieeexplore.ieee.org/abstract/document/8639163/\nB Dolhansky et al: https://arxiv.org/abs/1910.08854\nM Koopman et al: \nhttps://www.researchgate.net/profile/Zeno_Geradts/publication/329814168_Detection_of_Deepfake_Video_Manipulation/links/5c1bdf7da6fdccfc705da03e/Detection-of-Deepfake-Video-Manipulation.pdf\nD Cozzolino et al: https://arxiv.org/abs/1812.02510\nMesonet detector: https://ieeexplore.ieee.org/abstract/document/8630761/",
    "737351": "From the 4th paper: \"The dataset consists of ten authentic, unmanipulated videos between 20 and 40 seconds in length, and of 16 Deepfakes made by the researcher\" ... I am not sure the conclusions based on such a small dataset are trustworthy"
  },
  "source": "meta"
}