2021年1月1日
Preventing fake information generation against media clone attacks
IEICE Transactions on Information and Systems
- 巻
- E104D
- 号
- 1
- 開始ページ
- 2
- 終了ページ
- 11
- 記述言語
- 掲載種別
- 研究論文(学術雑誌)
- DOI
- 10.1587/transinf.2020MUI0001
Fake media has been spreading due to remarkable advances in media processing and machine leaning technologies, causing serious problems in society. We are conducting a research project called Media Clone aimed at developing methods for protecting people from fake but skillfully fabricated replicas of real media called media clones. Such media can be created from fake information about a specific person. Our goal is to develop a trusted communication system that can defend against attacks of media clones. This paper describes some research results of the Media Clone project, in particular, various methods for protecting personal information against generating fake information. We focus on 1) fake information generation in the physical world, 2) anonymization and abstraction in the cyber world, and 3) modeling of media clone attacks.
- リンク情報
- ID情報
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- DOI : 10.1587/transinf.2020MUI0001
- ISSN : 0916-8532
- eISSN : 1745-1361
- SCOPUS ID : 85099230072