image Manipulation Attack Resolving Solutions

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Technology assessment - ethical, legal and societal aspects

(M48) KUL: Summary of the societal, ethical and legal aspects as technology assessment of the new iMARS tools and their deployment in border control context

Training activities report

Report synthetising the outcome of the e-learning and the Physical Field test and the activities carried out in T13.4

Guidelines and Best Practices

Recommendations for the detection and handling of manipulation attacks, as required by sect. 2.4 of the EUROSUR Handbook and interoperability of large-scale biometric EU wide systems

Final Conference

Presentation of iMARS final results

Publikacje

V-MAD: Video-based Morphing Attack Detection in Operational Scenarios

Autorzy: Guido Borghi, Annalisa Franco, Nicolò di Domenico, Matteo Ferrara, Davide Maltoni
Opublikowane w: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Strona(/y) 1-10
Wydawca: IEEE
DOI: 10.1109/ijcb62174.2024.10744469

ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset

Autorzy: Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Opublikowane w: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024, Strona(/y) 1-10
Wydawca: IEEE
DOI: 10.1109/fg59268.2024.10581986

Flickr-PAD: New Face High-Resolution Presentation Attack Detection Database

Autorzy: Diego Pasmino, Carlos Aravena, Juan E. Tapia, Christoph Busch
Opublikowane w: 2023 11th International Workshop on Biometrics and Forensics (IWBF), 2024, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/iwbf57495.2023.10157771

Supporting Human Examiners in Facial Image Manipulation Detection

Autorzy: Maichol Dadi, Annalisa Franco, Davide Maltoni
Opublikowane w: roceedings International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE24), 2024
Wydawca: Unknown

Identity Documents Image Quality Assessment

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

LADIMO: Face Morph Generation through Biometric Template Inversion with Latent Diffusion

Autorzy: Marcel Grimmer, Christoph Busch
Opublikowane w: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Strona(/y) 1-7
Wydawca: IEEE
DOI: 10.1109/ijcb62174.2024.10744444

Double Trouble? Impact and Detection of Duplicates in Face Image Datasets

Autorzy: Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Opublikowane w: Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024, Strona(/y) 801-808
Wydawca: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0012422500003654

Face Restoration for Morphed Images Retouching

Autorzy: Nicoló Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Opublikowane w: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/iwbf62628.2024.10593948

On the Impact of Face Image Quality on Morphing Attack Detection

Autorzy: Annalisa Franco, Matteo Ferrara, Chengcheng Liu, Christoph Busch, Davide Maltoni
Opublikowane w: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Strona(/y) 1-9
Wydawca: IEEE
DOI: 10.1109/ijcb62174.2024.10744506

Morphing Attack Potential

Autorzy: Matteo Ferrara; Annalisa Franco; Davide Maltoni; Christoph Busch
Opublikowane w: 2022 International Workshop on Biometrics and Forensics (IWBF), 2022
Wydawca: IEEE
DOI: 10.1109/iwbf55382.2022.9794509

Towards Federated Learning for Morphing Attack Detection

Autorzy: Marta Robledo-Moreno, Guido Borghi, Nicolò Di Domenico, Annalisa Franco, Kiran Raja, Davide Maltoni
Opublikowane w: 2024 IEEE International Joint Conference on Biometrics (IJCB), 2024, Strona(/y) 1-10
Wydawca: IEEE
DOI: 10.1109/ijcb62174.2024.10744518

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

Autorzy: Herve Chabanne, Vincent Despiegel, Linda Guiga
Opublikowane w: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 2023
Wydawca: IEEE
DOI: 10.1109/globecom48099.2022.10001064

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

Autorzy: Guoqiang Li, Raghavendra Ramachandra
Opublikowane w: 2022 25th International Conference on Information Fusion (FUSION), 2022, ISBN 978-1-6654-8941-6
Wydawca: IEEE
DOI: 10.23919/fusion49751.2022.9841318

Towards Generalized Morphing Attack Detection by Learning Residuals

Autorzy: Kiran Raja, Gourav Gupta, Sushma Venkatesh, Raghavendra Ramachandra, Christoph Busch
Opublikowane w: Image and Vision Computing, 2022
Wydawca: elsevier
DOI: 10.1016/j.imavis.2022.104535

Simulating Print/Scan Textures for Morphing Attack Detection

Autorzy: Juan Tapia, Christoph Busch, Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja
Opublikowane w: 2023 31st European Signal Processing Conference (EUSIPCO), 2023, Strona(/y) 610-614
Wydawca: IEEE
DOI: 10.23919/eusipco58844.2023.10289743

Evaluating Face Image Quality Score Fusion for Modern Deep Learning Models

Autorzy: Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Opublikowane w: 2022 International Conference of the Biometrics Special Interest Group (BIOSIG), 2022
Wydawca: IEEE
DOI: 10.1109/biosig55365.2022.9897032

Explainable Visualization for Morphing Attack Detection

Autorzy: H. Myhrvold, H. Zhang, J. Tapia, R. Raghavendra, C. Busch
Opublikowane w: No. 3 (2022): NISK Norsk informasjonssikkerhetskonferanse, 2022
Wydawca: NIK

Face Feature Visualisation of Single Morphing Attack Detection

Autorzy: Juan E. Tapia, Christoph Busch
Opublikowane w: 2023 11th International Workshop on Biometrics and Forensics (IWBF), 2023, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/iwbf57495.2023.10157534

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer

Autorzy: Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja, Christoph Busch
Opublikowane w: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024, Strona(/y) 1510-1518
Wydawca: IEEE
DOI: 10.1109/cvprw63382.2024.00158

Morphing Attack Detection: A Fusion Approach

Autorzy: Siri Lorenz, Ulrich Scherhag, Christian Rathgeb, Christoph Busch
Opublikowane w: 2021 IEEE 24th International Conference on Information Fusion (FUSION), 2022, Strona(/y) 1-7
Wydawca: IEEE
DOI: 10.23919/fusion49465.2021.9627012

Robust Sclera Segmentation for Skin-Tone Agnostic Face Image Quality Assessment

Autorzy: Wassim Kabbani, Christoph Busch, Kiran Raja
Opublikowane w: 2023 International Conference of the Biometrics Special Interest Group (BIOSIG), 2023, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/biosig58226.2023.10345985

On the Human Ability in Detecting Digitally Manipulated Face Images

Autorzy: Annalisa Franco, Frøy Løvåsdal, Davide Maltoni
Opublikowane w: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Strona(/y) 531-536
Wydawca: IEEE
DOI: 10.1109/metroxraine58569.2023.10405682

TetraLoss: Improving the Robustness of Face Recognition Against Morphing Attacks

Autorzy: Mathias Ibsen, L. J. Gonzalez-Soler, Christian Rathgeb, Christoph Busch
Opublikowane w: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024, Strona(/y) 1-10
Wydawca: IEEE
DOI: 10.1109/fg59268.2024.10581988

Improving Fully Automated Landmark-based Face Morphing

Autorzy: Ilias Batskos, Luuk Spreeuwers
Opublikowane w: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/iwbf62628.2024.10593985

Publication in Conference proceedings/Workshop

Autorzy: Haoyu Zhang, Raghavendra Raghavendra, Kiran Raja, Christoph Busch
Opublikowane w: NISK: Norsk informasjonssikkerhets-konferanse, 2023
Wydawca: NIKT

Detecting Morphing Attacks via Continual Incremental Training

Autorzy: Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni
Opublikowane w: 2023 IEEE International Joint Conference on Biometrics (IJCB), 2024, Strona(/y) 1-10
Wydawca: IEEE
DOI: 10.1109/ijcb57857.2023.10449306

Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration

Autorzy: Praveen Kumar Chandaliya, Kiran Raja, Raghavendra Ramachandra, Zahid Akhtar, Christoph Busch
Opublikowane w: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024, Strona(/y) 1-8
Wydawca: IEEE
DOI: 10.1109/fg59268.2024.10581909

Effect of Lossy Compression Algorithms on Face Image Quality and Recognition

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

Incremental Training of Face Morphing Detectors

Autorzy: Guido Borghi, Gabriele Graffieti, Annalisa Franco, Davide Maltoni
Opublikowane w: 26th International Conference on Pattern Recognition (ICPR), 2022, Strona(/y) 914-921
Wydawca: IEEE Computer Society
DOI: 10.1109/icpr56361.2022.9956395

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

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

A Framework to Improve the Comparability and Reproducibility of Morphing Attack Detectors

Autorzy: Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Matteo Ferrara, Davide Maltoni
Opublikowane w: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Strona(/y) 525-530
Wydawca: IEEE
DOI: 10.1109/metroxraine58569.2023.10405735

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

Autorzy: Sebastian Gonzalez, Juan Tapia
Opublikowane w: 2022 30th European Signal Processing Conference (EUSIPCO), 2022
Wydawca: IEEE
DOI: 10.23919/eusipco55093.2022.9909529

Eye Sclera for Fair Face Image Quality Assessment

Autorzy: Wassim Kabbani, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Opublikowane w: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/iwbf62628.2024.10593910

Unified Face Image Quality Score Based on ISOIEC Quality Components

Autorzy: Praveen Kumar Chandaliya, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Opublikowane w: 2023 International Conference of the Biometrics Special Interest Group (BIOSIG), 2023, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/biosig58226.2023.10345988

Analyzing Human Observer Ability in Morphing Attack Detection—Where Do We Stand?

Autorzy: Sankini Rancha Godage, Frøy Løvåsdal, Sushma Venkatesh, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
Opublikowane w: IEEE Transactions on Technology and Society, Numer 4, 2024, Strona(/y) 125-145, ISSN 2637-6415
Wydawca: IEEE
DOI: 10.1109/tts.2022.3231450

Multimodality for Reliable Single Image Based Face Morphing Attack Detection

Autorzy: Ramachandra Raghavendra, Guoqiang Li
Opublikowane w: IEEE Access, Numer 10, 2024, Strona(/y) 82418-82433, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3196773

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

Autorzy: Haoyu Zhang; Sushma Venkatesh; Raghavendra Ramachandra; Kiran B. Raja; Naser Damer; Christoph Busch
Opublikowane w: IEEE Transactions on Biometrics, Behavior, and Identity Science, Numer 2, 2021, ISSN 2637-6407
Wydawca: IEEE
DOI: 10.1109/tbiom.2021.3072349

Towards minimizing efforts for Morphing Attacks—Deep embeddings for morphing pair selection and improved Morphing Attack Detection

Autorzy: Roman Kessler, Kiran Raja, Juan Tapia, Christoph Busch
Opublikowane w: PLOS ONE, Numer 19, 2024, Strona(/y) e0304610, ISSN 1932-6203
Wydawca: Public Library of Science
DOI: 10.1371/journal.pone.0304610

Detecting Double-Identity Fingerprint Attacks

Autorzy: Matteo Ferrara, Raffaele Cappelli and Davide Maltoni
Opublikowane w: Matteo Ferrara, Raffaele Cappelli and Davide Maltoni, 2023, ISSN 2637-6407
Wydawca: IEEE
DOI: 10.1109/tbiom.2023.3279859

Visualizing landmark-based face morphing traces on digital images

Autorzy: Ilias Batskos, Luuk Spreeuwers, Raymond Veldhuis
Opublikowane w: Front. Comput. Sci., 21 June 2023, 2023, ISSN 2095-2228
Wydawca: Springer Verlag
DOI: 10.3389/fcomp.2023.981933

Face Morphing Attack Generation and Detection: A Comprehensive Survey

Autorzy: Sushma Venkatesh, Raghavendra Ramachandra, Kiran Raja, Christoph Busch
Opublikowane w: IEEE Transactions on Technology and Society, Numer 2, 2021, Strona(/y) 128-145, ISSN 2637-6415
Wydawca: IEEE
DOI: 10.1109/tts.2021.3066254

Selfie Periocular Verification using an Efficient Super-Resolution Approach

Autorzy: Juan Tapia, Andres Valenzuela, Rodrigo Lara, Marta Gomez-Barrero, and Christoph Busch
Opublikowane w: IEEE Access, vol. 10,, 2022, Strona(/y) pp. 67573-67589,, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3184301

Face Image Quality Assessment: A Literature Survey

Autorzy: Torsten Schlett, Christian Rathgeb, Olaf Henniger, Javier Galbally, Julian Fierrez, Christoph Busch
Opublikowane w: ACM Computing Surveys, 2022, ISSN 0360-0300
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3507901

Automated Artifact Retouching in Morphed Images With Attention Maps

Autorzy: G. Borghi, A. Franco, G. Graffieti, D. Maltoni
Opublikowane w: IEEE Access, 2021, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3117718

Face Image Quality Assessment in Electronic ID Documents

Autorzy: Annalisa Franco, Antonio Magnani, Davide Maltoni, Dario Maio, Leonardo Odorisio, Andrea De Maria
Opublikowane w: IEEE Access, Numer 10, 2024, Strona(/y) 77744-77758, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3191463

Face Morphing Attack Generation & Detection: A Comprehensive Survey

Autorzy: Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph
Opublikowane w: IEEE Transactions on Technology and Society, Numer 2, 2021, ISSN 2637-6415
Wydawca: IEEE
DOI: 10.13140/rg.2.2.11773.79849

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

Autorzy: Juan E. Tapia, C. Busch
Opublikowane w: IIEEE-Access, 2021, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3136485

Synthetic ID Card Image Generation for Improving Presentation Attack Detection

Autorzy: Benalcazar Daniel, Tapia Juan, Gonzalez Sebastian, Busch Christoph
Opublikowane w: IEEE Transactions on Information Forensics and Security, vol. 18,, 2023, Strona(/y) pp. 1814-1824, ISSN 1556-6013
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2023.3255585

Considerations on the Evaluation of Biometric Quality Assessment Algorithms

Autorzy: Torsten Schlett, Christian Rathgeb, Juan Tapia, Christoph Busch
Opublikowane w: IEEE Transactions on Biometrics, Behavior, and Identity Science, Numer 6, 2024, Strona(/y) 54-67, ISSN 2637-6407
Wydawca: IEEE
DOI: 10.1109/tbiom.2023.3336513

Improving Accomplice Detection in the Morphing Attack

Autorzy: Di Domenico, Nicolo; Borghi, Guido; Franco, Annalisa; Maltoni, Davide
Opublikowane w: Machine Intelligence Research, 2025, ISSN 2731-5398
Wydawca: Beijing
DOI: 10.1007/s11633-024-1533-1

A Double Siamese Framework for Differential Morphing Attack Detection.

Autorzy: Guido Borghi; Emanuele Pancisi; Matteo Ferrara; Davide Maltoni
Opublikowane w: Numer 10, Numer 1, 2021, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21103466

Revelio: A Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors

Autorzy: Guido Borghi, Nicolò Di Domenico, Annalisa Franco, Matteo Ferrara, Davide Maltoni
Opublikowane w: IEEE Access, Numer 11, 2023, Strona(/y) 120419-120437, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3328227

Legal Aspects of Image Morphing and Manipulation Detection Technology

Autorzy: Els Kindt, César Augusto Fontanillo López
Opublikowane w: Handbook of Biometric Anti-Spoofing, 2023, Strona(/y) 547–570, ISBN 978-981-19-5287-6
Wydawca: springer singapore
DOI: 10.1007/978-981-19-5288-3_20

Face Image Quality Estimation on Presentation Attack Detection

Autorzy: Carlos Aravena, Diego Pasmiño, Juan Tapia, Christoph Busch
Opublikowane w: Lecture Notes in Computer Science, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023, Strona(/y) 358-373
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-49018-7_26

Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection

Autorzy: Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Opublikowane w: Lecture Notes in Computer Science, Image Analysis and Processing – ICIAP 2023, 2024, Strona(/y) 100-111
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-43148-7_9

Impact of Synthetic Images on Morphing Attack Detection Using a Siamese Network

Autorzy: Juan Tapia, Christoph Busch
Opublikowane w: Lecture Notes in Computer Science, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2024, Strona(/y) 343-357
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-49018-7_25

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

Autorzy: Katrin Laas-Mikko, Tarmo Kalvet, Robert Derevski, Marek Tiits
Opublikowane w: Handbook of Digital Face Manipulation and Detection, 2022, Strona(/y) 437-462, ISBN 978-3-030-87664-7
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-87664-7_20

Identity theft and societal acceptability of electronic identity in Europe and in the United States

Autorzy: Marek Tiits, Tarmo Kalvet, David McBee
Opublikowane w: 2024
Wydawca: arXiv

Dealing with Subject Similarity in Differential Morphing Attack Detection

Autorzy: Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Opublikowane w: 2024
Wydawca: arXiv

Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications

Autorzy: Juan E. Tapia, Maximilian Russo, Christoph Busch
Opublikowane w: 2024
Wydawca: arXiv

On the Feasibility of Creating Iris Periocular Morphed Images

Autorzy: Juan E. Tapia, Sebastian Gonzalez, Daniel Benalcazar, Christoph Busch
Opublikowane w: 2024
Wydawca: arXiv

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