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image Manipulation Attack Resolving Solutions

Deliverables

Legal, ethical and societal requirements

Legal ethical and societal requirements for the MAD and DVFD tools and their deployment in the border context

iMARS Dissemination & Communication plan

Document describing the strategy and operational plan to raise awareness about the iMARS project

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Publications

MIPGAN—Generating Strong and High Quality Morphing Attacks Using Identity Prior Driven GAN

Author(s): Haoyu Zhang; Sushma Venkatesh; Raghavendra Ramachandra; Kiran B. Raja; Naser Damer; Christoph Busch
Published in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2, 2021, ISSN 2637-6407
Publisher: IEEE
DOI: 10.1109/tbiom.2021.3072349

Face Image Quality Assessment: A Literature Survey

Author(s): TORSTEN SCHLETT, CHRISTIAN RATHGEB, OLAF HENNIGER, JAVIER GALBALLY, JULIAN FIERREZ, CHRISTOPH BUSCH
Published in: ACM Computing Surveys, 2022, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3507901

Automated Artifact Retouching in Morphed Images With Attention Maps

Author(s): G. Borghi, A. Franco, G. Graffieti, D. Maltoni
Published in: IEEE Access, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3117718

Face Morphing Attack Generation & Detection: A Comprehensive Survey

Author(s): Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph
Published in: IEEE Transactions on Technology and Society, 2, 2021, ISSN 2637-6415
Publisher: IEEE
DOI: 10.13140/rg.2.2.11773.79849

Single Morphing Attack Detection using Feature Selection and Visualisation based on Mutual Information

Author(s): Juan E. Tapia, C. Busch
Published in: IIEEE-Access, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3136485

A Double Siamese Framework for Differential Morphing Attack Detection.

Author(s): Guido Borghi; Emanuele Pancisi; Matteo Ferrara; Davide Maltoni
Published in: Issue 10, 1, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21103466

Morphing Attack Detection: A Fusion Approach

Author(s): S. Lorenz, U. Scherhag, C. Rathgeb and C. Busch
Published in: 2021 IEEE 24th International Conference on Information Fusion (FUSION), 2021
Publisher: IEEE