論文

本文へのリンクあり
2021年1月1日

Generation and detection of media clones

IEICE Transactions on Information and Systems
  • Isao Echizen
  • Noboru Babaguchi
  • Junichi Yamagishi
  • Naoko Nitta
  • Yuta Nakashima
  • Kazuaki Nakamura
  • Kazuhiro Kono
  • Fuming Fang
  • Seiko Myojin
  • Zhenzhong Kuang
  • Huy H. Nguyen
  • Ngoc Dung T. Tieu
  • 全て表示

E104D
1
開始ページ
12
終了ページ
23
記述言語
掲載種別
研究論文(学術雑誌)
DOI
10.1587/transinf.2020MUI0002

With the spread of high-performance sensors and social network services (SNS) and the remarkable advances in machine learning technologies, fake media such as fake videos, spoofed voices, and fake reviews that are generated using high-quality learning data and are very close to the real thing are causing serious social problems. We launched a research project, the Media Clone (MC) project, to protect receivers of replicas of real media called media clones (MCs) skillfully fabricated by means of media processing technologies. Our aim is to achieve a communication system that can defend against MC attacks and help ensure safe and reliable communication. This paper describes the results of research in two of the five themes in the MC project: 1) verification of the capability of generating various types of media clones such as audio, visual, and text derived from fake information and 2) realization of a protection shield for media clones’ attacks by recognizing them.

リンク情報
DOI
https://doi.org/10.1587/transinf.2020MUI0002
Scopus
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85099231766&origin=inward 本文へのリンクあり
Scopus Citedby
https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85099231766&origin=inward
ID情報
  • DOI : 10.1587/transinf.2020MUI0002
  • ISSN : 0916-8532
  • eISSN : 1745-1361
  • SCOPUS ID : 85099231766

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