Click here if you are interested in any of the publications listed below.

• G. Borghi, A. Franco, N. Di Domenico, M. Ferrara and D. Maltoni, "V-MAD: Video-based Morphing Attack Detection in operational scenarios", in proceedings International Joint Conference on Biometrics (IJCB24), Buffalo, NY, USA, September 2024. Abstract
• A. Franco, M. Ferrara, C. Liu, C. Busch and D. Maltoni, "On the Impact of Face Image Quality on Morphing Attack Detection", in proceedings International Joint Conference on Biometrics (IJCB24), Buffalo, NY, USA, September 2024. Abstract
• M. Robledo-Moreno, G. Borghi, N. Di Domenico, A. Franco, K. Raja and D. Maltoni, "Towards Federated Learning for Morphing Attack Detection", in proceedings International Joint Conference on Biometrics (IJCB24), Buffalo, New York, USA, September 2024. Abstract
• N. Di Domenico, G. Borghi, A. Franco and D. Maltoni, "ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset", in proceedings 18th International Conference on Automatic Face and Gesture Recognition (FG24), Istanbul, Turkey, May 2024. Abstract
• N. Di Domenico, G. Borghi, A. Franco and D. Maltoni, "Face Restoration for Morphed Images Retouching", in proceedings 12th International Workshop on Biometrics and Forensics 24 (IWBF), Enschede, Netherlands, April 2024. Abstract
• N. Di Domenico, G. Borghi, A. Franco, M. Ferrara and D. Maltoni, "A Framework to Improve the Comparability and Reproducibility of Morphing Attack Detectors", in proceedings International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), pp.525-530, October 2023. Abstract
• A. Franco, F. Løvåsdal and D. Maltoni, "On the human ability in detecting digitally manipulated face images", in proceedings International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), pp.531-536, October 2023. Abstract
• G. Borghi, N. Di Domenico, A. Franco, M. Ferrara and D. Maltoni, "Revelio: a Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors", IEEE Access, vol.11, pp.120419-120437, October 2023. Abstract
• N. Di Domenico, G. Borghi, A. Franco and D. Maltoni, "Combining identity features and artifact analysis for Differential Morphing Attack Detection", in proceedings 22nd International Conference on Image Analysis and Processing (ICIAP23), Udine, pp.100-111, September 2023. Abstract
• L. Pellegrini, G. Borghi, A. Franco and D. Maltoni, "Detecting Morphing Attacks via Continual Incremental Training", in proceedings International Joint Conference on Biometrics (IJCB), pp.1-10, September 2023. Abstract
• G. Borghi, G. Graffieti, A. Franco and D. Maltoni, "Incremental Training of Face Morphing Detectors", in proceedings 26th International Conference on Pattern Recognition (ICPR22), Montréal, Québec, pp.914-921, August 2022. Abstract
• M. Ferrara, A. Franco, D. Maltoni and C. Busch, "Morphing Attack Potential", in proceedings IEEE International Workshop on Biometrics and Forensics (IWBF), Salzburg, Austria, April 2022. Abstract
• M. Ferrara and A. Franco, "Morph Creation and Vulnerability of Face Recognition Systems to Morphing", in Handbook of Digital Face Manipulation and Detection, Springer, 2022. Abstract
• M. Ferrara, A. Franco and D. Maltoni, "Face morphing detection in the presence of printing/scanning and heterogeneous image sources", IET Biometrics Special Issue on presentation attacks on biometric systems, vol.10, no.3, pp.290-303, May 2021. Abstract
• G. Borghi, E. Pancisi, M. Ferrara and D. Maltoni, "A Double Siamese Framework for Differential Morphing Attack Detection", Sensors, vol.21, no.10, May 2021. Abstract
• K. Raja, M. Ferrara, A. Franco, L. Spreeuwers, I. Batskos, F. De Wit, M. Gomez-Barrero, U. Scherhag, D. Fischer, S. Venkatesh, J. M. Singh, G. Li, L. Bergeron, S. Isadskiy, R. Raghavendra, C. Rathgeb, D. Frings, U. Seidel, F. Knopjes, R.J. Veldhuis, D. Maltoni and C. Busch, "Morphing Attack Detection - Database, Evaluation Platform and Benchmarking", IEEE Transactions on Information Forensics and Security, vol.16, pp.4336-4351, November 2020. Abstract
• C. Busch, S. Caillebotte, U. Seidel, F. Knopjes, D. Maltoni, M. Ferrara, R.J. Veldhuis, L. Spreeuwers, K. Raja, R. Raghavendra, M. Gomez-Barrero and C. Rathgeb, "Face Morphing Attacks: What needs to be done", in proceedings International Conference on Biometrics for Borders (ICBB), October 2019. Abstract
• M. Ferrara, A. Franco and D. Maltoni, "Decoupling texture blending and shape warping in face morphing", in proceedings International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, September 2019. Abstract
• M. Ferrara, A. Franco and D. Maltoni, "Face morphing detection in the presence of printing/scanning and heterogeneous image sources", Technical Report, ArXiv 1901.08811, January 2019. Abstract
• M. Ferrara, A. Franco and D. Maltoni, "Face Demorphing in the Presence of Facial Appearance Variations", in proceedings European Signal Processing Conference (EUSIPCO), Rome, Italy, pp.2365-2369, September 2018. Abstract
• M. Ferrara, A. Franco and D. Maltoni, "Face Demorphing", IEEE Transactions on Information Forensics and Security, vol.13, no.4, pp.1008-1017, April 2018. Abstract
• U. Scherhag, A. Nautsch, C. Rathgeb, M. Gomez-Barrero, M. T. Veldhuis, L. Spreeuwers, M. Schils, D. Maltoni, P. Grother, S. Marcel, R. Breithauptk, R. Raghavendra and C. Busch, "Biometric Systems under Morphing Attacks: Assessment of Morphing Techniques and Vulnerability Reporting", in proceedings International Conference of the Biometrics Special Interest Group (BIOSIG), pp.1-7, September 2017.
• M. Ferrara, A. Franco and D. Maltoni, "On the Effects of Image Alterations on Face Recognition Accuracy", in Thirimachos Bourlai, Face Recognition Across the Electromagnetic Spectrum, Springer, 2016. Abstract
• M. Ferrara, A. Franco and D. Maltoni, "The Magic Passport", in proceedings International Joint Conference on Biometrics (IJCB), Clearwater, Florida, USA, pp.1-7, October 2014. Abstract
• G. Borghi, A. Franco, N. Di Domenico, M. Ferrara, U. Latif and D. Maltoni, "MONOT: High-Quality Privacy-compliant Morphed Synthetic Images for Everyone", to appear on proceedings IEEE International Workshop on Information Forensics and Security (WIFS), Rome, Italy, December 2024. Abstract
• M. Dadi, A. Franco and D. Maltoni, "Supporting Human Examiners in Facial Image Manipulation Detection", to appear on proceedings International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE24), St Albans, London, UK, October 2024. Abstract
• C. Liu, M. Ferrara, A. Franco, G. Borghi and D. Zhong, "Differential Morphing Attack Detection via Triplet-Based Metric Learning and Artifact Extraction", to appear on proceedings International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, September 2024. Abstract