image Manipulation Attack Resolving Solutions

Project Information

iMARS

Grant agreement ID: 883356

DOI 10.3030/883356

EC signature date 22 June 2020

Start date 1 September 2020

End date 31 August 2024

Funded under

• Secure societies - Protecting freedom and security of Europe and its citizens

Total cost € 6 988 521,25

EU contribution € 6 988 521,25

Coordinated by

IDEMIA IDENTITY & SECURITY FRANCE
France

Deliverables

Documents, reports (3)

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

Peer reviewed articles (10)

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, Issue 2, 2021, ISSN 2637-6407
Publisher: IEEE
DOI: 10.1109/tbiom.2021.3072349

Detecting Double-Identity Fingerprint Attacks

Author(s): Matteo Ferrara, Raffaele Cappelli and Davide Maltoni
Published in: Matteo Ferrara, Raffaele Cappelli and Davide Maltoni, 2023, ISSN 2637-6407
Publisher: IEEE
DOI: 10.1109/tbiom.2023.3279859

Visualizing landmark-based face morphing traces on digital images

Author(s): Ilias Batskos, Luuk Spreeuwers, Raymond Veldhuis
Published in: Front. Comput. Sci., 21 June 2023, 2023, ISSN 2095-2228
Publisher: Springer Verlag
DOI: 10.3389/fcomp.2023.981933

Selfie Periocular Verification using an Efficient Super-Resolution Approach

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

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, Issue 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

Synthetic ID Card Image Generation for Improving Presentation Attack Detection

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

A Double Siamese Framework for Differential Morphing Attack Detection.

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

Book chapters (2)

Legal Aspects of Image Morphing and Manipulation Detection Technology

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

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

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

Conference proceedings (12)

Identity Documents Image Quality Assessment

Author(s): Daniel Schulz, Jose Maureira, Juan Tapia, Christoph Busch
Published in: 2022 30th European Signal Processing Conference (EUSIPCO), 2022, ISBN 978-1-6654-6799-5
Publisher: IEEE
DOI: 10.23919/eusipco55093.2022.9909773

Morphing Attack Potential

Author(s): Matteo Ferrara; Annalisa Franco; Davide Maltoni; Christoph Busch
Published in: 2022 International Workshop on Biometrics and Forensics (IWBF), 2022
Publisher: IEEE
DOI: 10.1109/iwbf55382.2022.9794509

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

Author(s): Herve Chabanne, Vincent Despiegel, Linda Guiga
Published in: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 2023
Publisher: IEEE
DOI: 10.1109/globecom48099.2022.10001064

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

Author(s): Guoqiang Li, Raghavendra Ramachandra
Published in: 2022 25th International Conference on Information Fusion (FUSION), 2022, ISBN 978-1-6654-8941-6
Publisher: IEEE
DOI: 10.23919/fusion49751.2022.9841318

Towards Generalized Morphing Attack Detection by Learning Residuals

Author(s): Kiran Raja, Gourav Gupta, Sushma Venkatesh, Raghavendra Ramachandra, Christoph Busch
Published in: Image and Vision Computing, 2022
Publisher: elsevier
DOI: 10.1016/j.imavis.2022.104535

Evaluating Face Image Quality Score Fusion for Modern Deep Learning Models

Author(s): Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Published in: 2022 International Conference of the Biometrics Special Interest Group (BIOSIG), 2022
Publisher: IEEE
DOI: 10.1109/biosig55365.2022.9897032

Explainable Visualization for Morphing Attack Detection

Author(s): H. Myhrvold, H. Zhang, J. Tapia, R. Raghavendra, C. Busch
Published in: No. 3 (2022): NISK Norsk informasjonssikkerhetskonferanse, 2022
Publisher: NIK

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

Effect of Lossy Compression Algorithms on Face Image Quality and Recognition

Author(s): Torsten Schlett, Sebastian Schachner, Christian Rathgeb, Juan Tapia, Christoph Busch
Published in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Publisher: IEEE
DOI: 10.1109/icassp49357.2023.10095832

Incremental Training of Face Morphing Detectors

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

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

Author(s): Laurine Dargaud, Mathias Ibsen, Juan Tapia, Christoph Busch
Published in: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 2023, ISBN 979-8-3503-2057-2
Publisher: IEEE

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

Author(s): Sebastian Gonzalez, Juan Tapia
Published in: 2022 30th European Signal Processing Conference (EUSIPCO), 2022
Publisher: IEEE
DOI: 10.23919/eusipco55093.2022.9909529