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Face Morphing Detection: An Approach Based on Image Degradation Analysis

  • In 2014 a novel identity theft scheme targeting specific application scenarios in face biometrics was introduced. In this scheme, a so called face morph melts two or more face images of different persons into one image, which is visually similar to multiple real world persons. Based on this non authentic image, it is possible to apply for an image based identity document to be issued by a corresponding authority. Thus, multiple persons can use such a document to pass image based personIn 2014 a novel identity theft scheme targeting specific application scenarios in face biometrics was introduced. In this scheme, a so called face morph melts two or more face images of different persons into one image, which is visually similar to multiple real world persons. Based on this non authentic image, it is possible to apply for an image based identity document to be issued by a corresponding authority. Thus, multiple persons can use such a document to pass image based person verification scenarios with a single document containing an artificially weakened template. Currently there is no reliable existing security mechanism to detect this attack.show moreshow less

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Metadaten
Author:Tom Neubert
URL:http://link.springer.com/10.1007/978-3-319-64185-0_8
DOI:https://doi.org/10.1007/978-3-319-64185-0_8
ISBN:978-3-319-64184-3 978-3-319-64185-0
Parent Title (English):Konferenz: International Workshop on Digital Watermarking, 2017/ Titel: Digital Forensics and Watermarking
Series (Serial Number):Lecture notes in computer science (10431)
Publisher:Springer International Publishing
Place of publication:Magdeburg, Germany
Editor:Christian Kraetzer, Yun-Qing Shi, Jana Dittmann, Hyoung Joong Kim
Document Type:Conference Proceeding
Language:English
Year of Publishing:2017
Date of Publication (online):2024/02/13
Release Date:2024/02/14
Page Number:14
First Page:93
Last Page:106
Institutes:Fachbereich Informatik und Medien
University Bibliography:Hochschulbibliografie
Licence (German):Creative Commons - CC BY - Namensnennung 4.0
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