The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
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The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
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A mídia falsa tem se espalhado devido a avanços notáveis no processamento de mídia e nas tecnologias de aprendizado de máquina, causando sérios problemas na sociedade. Estamos conduzindo um projeto de pesquisa chamado Media Clone, que visa desenvolver métodos para proteger as pessoas de réplicas falsas, mas habilmente fabricadas, de mídia real, chamadas clones de mídia. Essa mídia pode ser criada a partir de informações falsas sobre uma pessoa específica. Nosso objetivo é desenvolver um sistema de comunicação confiável que possa defender contra ataques de clones de mídia. Este artigo descreve alguns resultados de pesquisa do projeto Media Clone, em particular, vários métodos para proteger informações pessoais contra a geração de informações falsas. Nós nos concentramos em 1) geração de informações falsas no mundo físico, 2) anonimato e abstração no mundo cibernético e 3) modelagem de ataques de clones de mídia.
Noboru BABAGUCHI
Osaka University
Isao ECHIZEN
National Institute of Informatics
Junichi YAMAGISHI
National Institute of Informatics
Naoko NITTA
Osaka University
Yuta NAKASHIMA
Osaka University
Kazuaki NAKAMURA
Osaka University
Kazuhiro KONO
Kansai University
Fuming FANG
National Institute of Informatics
Seiko MYOJIN
Osaka University
Zhenzhong KUANG
Osaka University
Huy H. NGUYEN
National Institute of Informatics
Ngoc-Dung T. TIEU
National Institute of Informatics
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Noboru BABAGUCHI, Isao ECHIZEN, Junichi YAMAGISHI, Naoko NITTA, Yuta NAKASHIMA, Kazuaki NAKAMURA, Kazuhiro KONO, Fuming FANG, Seiko MYOJIN, Zhenzhong KUANG, Huy H. NGUYEN, Ngoc-Dung T. TIEU, "Preventing Fake Information Generation Against Media Clone Attacks" in IEICE TRANSACTIONS on Information,
vol. E104-D, no. 1, pp. 2-11, January 2021, doi: 10.1587/transinf.2020MUI0001.
Abstract: 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.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.2020MUI0001/_p
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@ARTICLE{e104-d_1_2,
author={Noboru BABAGUCHI, Isao ECHIZEN, Junichi YAMAGISHI, Naoko NITTA, Yuta NAKASHIMA, Kazuaki NAKAMURA, Kazuhiro KONO, Fuming FANG, Seiko MYOJIN, Zhenzhong KUANG, Huy H. NGUYEN, Ngoc-Dung T. TIEU, },
journal={IEICE TRANSACTIONS on Information},
title={Preventing Fake Information Generation Against Media Clone Attacks},
year={2021},
volume={E104-D},
number={1},
pages={2-11},
abstract={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.},
keywords={},
doi={10.1587/transinf.2020MUI0001},
ISSN={1745-1361},
month={January},}
Copiar
TY - JOUR
TI - Preventing Fake Information Generation Against Media Clone Attacks
T2 - IEICE TRANSACTIONS on Information
SP - 2
EP - 11
AU - Noboru BABAGUCHI
AU - Isao ECHIZEN
AU - Junichi YAMAGISHI
AU - Naoko NITTA
AU - Yuta NAKASHIMA
AU - Kazuaki NAKAMURA
AU - Kazuhiro KONO
AU - Fuming FANG
AU - Seiko MYOJIN
AU - Zhenzhong KUANG
AU - Huy H. NGUYEN
AU - Ngoc-Dung T. TIEU
PY - 2021
DO - 10.1587/transinf.2020MUI0001
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E104-D
IS - 1
JA - IEICE TRANSACTIONS on Information
Y1 - January 2021
AB - 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.
ER -