image Manipulation Attack Resolving Solutions

Livrables

Societal acceptability report

Ethical and societal acceptability facets of the iMARS solutions

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

Publications

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

Auteurs: Haoyu Zhang; Sushma Venkatesh; Raghavendra Ramachandra; Kiran B. Raja; Naser Damer; Christoph Busch
Publié dans: IEEE Transactions on Biometrics, Behavior, and Identity Science, Numéro 2, 2021, ISSN 2637-6407
Éditeur: IEEE
DOI: 10.1109/tbiom.2021.3072349

Detecting Double-Identity Fingerprint Attacks

Auteurs: Matteo Ferrara, Raffaele Cappelli and Davide Maltoni
Publié dans: Matteo Ferrara, Raffaele Cappelli and Davide Maltoni, 2023, ISSN 2637-6407
Éditeur: IEEE
DOI: 10.1109/tbiom.2023.3279859

Visualizing landmark-based face morphing traces on digital images

Auteurs: Ilias Batskos, Luuk Spreeuwers, Raymond Veldhuis
Publié dans: Front. Comput. Sci., 21 June 2023, 2023, ISSN 2095-2228
Éditeur: Springer Verlag
DOI: 10.3389/fcomp.2023.981933

Selfie Periocular Verification using an Efficient Super-Resolution Approach

Auteurs: Juan Tapia, Andres Valenzuela, Rodrigo Lara, Marta Gomez-Barrero, and Christoph Busch
Publié dans: IEEE Access, vol. 10,, 2022, Page(s) pp. 67573-67589,, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3184301

Face Image Quality Assessment: A Literature Survey

Auteurs: TORSTEN SCHLETT, CHRISTIAN RATHGEB, OLAF HENNIGER, JAVIER GALBALLY, JULIAN FIERREZ, CHRISTOPH BUSCH
Publié dans: ACM Computing Surveys, 2022, ISSN 0360-0300
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3507901

Automated Artifact Retouching in Morphed Images With Attention Maps

Auteurs: G. Borghi, A. Franco, G. Graffieti, D. Maltoni
Publié dans: IEEE Access, 2021, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3117718

Face Morphing Attack Generation & Detection: A Comprehensive Survey

Auteurs: Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph
Publié dans: IEEE Transactions on Technology and Society, Numéro 2, 2021, ISSN 2637-6415
Éditeur: IEEE
DOI: 10.13140/rg.2.2.11773.79849

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

Auteurs: Juan E. Tapia, C. Busch
Publié dans: IIEEE-Access, 2021, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3136485

Synthetic ID Card Image Generation for Improving Presentation Attack Detection

Auteurs: Benalcazar Daniel, Tapia Juan, Gonzalez Sebastian, Busch Christoph
Publié dans: IEEE Transactions on Information Forensics and Security, vol. 18,, 2023, Page(s) pp. 1814-1824, ISSN 1556-6013
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2023.3255585

A Double Siamese Framework for Differential Morphing Attack Detection.

Auteurs: Guido Borghi; Emanuele Pancisi; Matteo Ferrara; Davide Maltoni
Publié dans: Numéro 10, Numéro 1, 2021, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21103466

Legal Aspects of Image Morphing and Manipulation Detection Technology

Auteurs: Els Kindt, César Augusto Fontanillo López
Publié dans: Handbook of Biometric Anti-Spoofing, 2023, Page(s) 547–570, ISBN 978-981-19-5287-6
Éditeur: springer singapore
DOI: 10.1007/978-981-19-5288-3_20

Promises, Social, and Ethical Challenges with Biometrics in Remote Identity Onboarding

Auteurs: Katrin Laas-Mikko, Tarmo Kalvet, Robert Derevski, Marek Tiits
Publié dans: Handbook of Digital Face Manipulation and Detection, 2022, Page(s) 437-462, ISBN 978-3-030-87664-7
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-87664-7_20

Identity Documents Image Quality Assessment

Auteurs: Daniel Schulz, Jose Maureira, Juan Tapia, Christoph Busch
Publié dans: 2022 30th European Signal Processing Conference (EUSIPCO), 2022, ISBN 978-1-6654-6799-5
Éditeur: IEEE
DOI: 10.23919/eusipco55093.2022.9909773

Morphing Attack Potential

Auteurs: Matteo Ferrara; Annalisa Franco; Davide Maltoni; Christoph Busch
Publié dans: 2022 International Workshop on Biometrics and Forensics (IWBF), 2022
Éditeur: IEEE
DOI: 10.1109/iwbf55382.2022.9794509

One picture is worth a thousand words: a new wallet recovery process

Auteurs: Herve Chabanne, Vincent Despiegel, Linda Guiga
Publié dans: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 2023
Éditeur: IEEE
DOI: 10.1109/globecom48099.2022.10001064

Residual Colour Scale-Space Gradients for Reference-based Face Morphing Attack Detection

Auteurs: Guoqiang Li, Raghavendra Ramachandra
Publié dans: 2022 25th International Conference on Information Fusion (FUSION), 2022, ISBN 978-1-6654-8941-6
Éditeur: IEEE
DOI: 10.23919/fusion49751.2022.9841318

Towards Generalized Morphing Attack Detection by Learning Residuals

Auteurs: Kiran Raja, Gourav Gupta, Sushma Venkatesh, Raghavendra Ramachandra, Christoph Busch
Publié dans: Image and Vision Computing, 2022
Éditeur: elsevier
DOI: 10.1016/j.imavis.2022.104535

Evaluating Face Image Quality Score Fusion for Modern Deep Learning Models

Auteurs: Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Publié dans: 2022 International Conference of the Biometrics Special Interest Group (BIOSIG), 2022
Éditeur: IEEE
DOI: 10.1109/biosig55365.2022.9897032

Explainable Visualization for Morphing Attack Detection

Auteurs: H. Myhrvold, H. Zhang, J. Tapia, R. Raghavendra, C. Busch
Publié dans: No. 3 (2022): NISK Norsk informasjonssikkerhetskonferanse, 2022
Éditeur: NIK

Morphing Attack Detection: A Fusion Approach

Auteurs: S. Lorenz, U. Scherhag, C. Rathgeb and C. Busch
Publié dans: 2021 IEEE 24th International Conference on Information Fusion (FUSION), 2021
Éditeur: IEEE

Effect of Lossy Compression Algorithms on Face Image Quality and Recognition

Auteurs: Torsten Schlett, Sebastian Schachner, Christian Rathgeb, Juan Tapia, Christoph Busch
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10095832

Incremental Training of Face Morphing Detectors

Auteurs: Guido Borghi, Gabriele Graffieti, Annalisa Franco, Davide Maltoni
Publié dans: 26th International Conference on Pattern Recognition (ICPR), 2022, Page(s) 914-921
Éditeur: IEEE Computer Society
DOI: 10.1109/icpr56361.2022.9956395

A Principal Component Analysis-Based Approach for Single Morphing Attack Detection

Auteurs: Laurine Dargaud, Mathias Ibsen, Juan Tapia, Christoph Busch
Publié dans: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 2023, ISBN 979-8-3503-2057-2
Éditeur: IEEE

Towards Refining ID Cards Presentation Attack Detection Systems using Face Quality Index

Auteurs: Sebastian Gonzalez, Juan Tapia
Publié dans: 2022 30th European Signal Processing Conference (EUSIPCO), 2022
Éditeur: IEEE
DOI: 10.23919/eusipco55093.2022.9909529

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