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conference paper

An Introduction to the JPEG Fake Media Initiative

Temmermans, Frederik
•
Bhowmik, Deepayan
•
Pereira, Fernando
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January 1, 2021
2021 Ieee 4Th International Conference On Multimedia Information Processing And Retrieval, Mipr
IEEE 4th International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR)

Recent advances in media creation and modification allow to produce near realistic media assets that are almost indistinguishable from original assets to the human eye. These developments open opportunities for creative production of new media in the entertainment and art industry. However, the intentional or unintentional spread of manipulated media, i.e., modified media with the intention to induce misinterpretation, also imposes risks such as social unrest, spread of rumours for political gain or encouraging hate crimes. The clear and transparent annotation of media modifications is considered to be a crucial element in many usage scenarios bringing trust to the users. This has already triggered various organizations to develop mechanisms that can detect and annotate modified media assets when they are shared. However, these annotations should be attached to the media in a secure way to prevent them of being compromised. In addition, to achieve a wide adoption of such an annotation ecosystem, interoperability is essential and this clearly calls for a standard. This paper presents an initiative by the JPEG Committee called JPEG Fake Media. The scope of JPEG Fake Media is the creation of a standard that can facilitate the secure and reliable annotation of media asset creation and modifications. The standard shall support usage scenarios that are in good faith as well as those with malicious intent. This paper gives an overview of the current state of this initiative and introduces already identified use cases and requirements.

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Type
conference paper
DOI
10.1109/MIPR51284.2021.00075
Web of Science ID

WOS:001345027300067

Author(s)
Temmermans, Frederik
•
Bhowmik, Deepayan
•
Pereira, Fernando
•
Ebrahimi, Touradj  
Date Issued

2021-01-01

Publisher

IEEE

Publisher place

Los Alamitos

Journal
2021 Ieee 4Th International Conference On Multimedia Information Processing And Retrieval, Mipr
ISBN of the book

978-1-6654-1865-2

Start page

406

End page

411

Subjects

JPEG

•

fake media

•

standardisation

•

media creation and modification

•

deepfake

•

authenticity

•

media forensics

Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
GR-EB  
Event nameEvent acronymEvent placeEvent date
IEEE 4th International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR)

ELECTR NETWORK

2021-09-08 - 2021-09-10

Available on Infoscience
February 6, 2025
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/246642
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