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Author(s): Temmermans, Frederik
Bhowmik, Deepayan
Pereira, Fernando
Ebrahimi, Touradj
Title: A Media Security Framework Inspired by Emerging Challenges in Fake Media and NFT
Editor(s): Schelkens, Peter
Kozacki, Tomasz
Citation: Temmermans F, Bhowmik D, Pereira F & Ebrahimi T (2022) A Media Security Framework Inspired by Emerging Challenges in Fake Media and NFT. In: Schelkens P & Kozacki T (eds.) Optics, Photonics and Digital Technologies for Imaging Applications VII, volume 12138. Proceedings of SPIE, 12138. SPIE Photonics Europe, Strasbourg, France, 06.04.2022-07.04.2022. SPIE.
Issue Date: 2022
Date Deposited: 18-Jul-2022
Series/Report no.: Proceedings of SPIE, 12138
Conference Name: SPIE Photonics Europe
Conference Dates: 2022-04-06 - 2022-04-07
Conference Location: Strasbourg, France
Abstract: Advances in deep neural networks (DNN) and distributed ledger technology (DLT) have shown major influence on media security, authenticity and privacy. Current deepfake techniques can produce near realistic media content which can be used in both good and bad intended use cases. At the same time, DLTs are finding their way in the industry as fair, transparent and reliable means for content distribution. In particular non-fungible tokens (NFTs) are emerging in the digital art market. However, such new developments also introduce new challenges, including the need for robust and reliable metadata, a mechanism to secure the media and associated metadata, means to verify authenticity and interoperability between various stakeholders. This paper identifies emerging challenges in fake media and NFT, and proposes a novel framework to effectively cope with secure media applications allowing for a structured, systematic, and interoperable solution. The framework relies on an architecture that is modular, flexible, extensible, and scalable in the sense that it can be implemented in both lighter as well as more feature-rich and more complex configurations depending on the underlying application, needed features and available resources, while enabling products and services in various ecosystems with desired trust and security capabilities. The framework is inspired by activities and developments within JPEG standardisation related to security, authenticity and privacy.
Status: AM - Accepted Manuscript
Rights: Copyright 2022 Society of Photo-Optical Instrumentation Engineers (SPIE). One print or electronic copy may be made for personal use only. Systematic reproduction and distribution, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited. Frederik Temmermans, Deepayan Bhowmik, Fernando Pereira, and Touradj Ebrahimi "Media security framework inspired by emerging challenges in fake media and NFT", Proceedings of SPIE 12138, Optics, Photonics and Digital Technologies for Imaging Applications VII, 121380P (17 May 2022);
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