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Face Morphing Workshop

Date: 2026-05-26 - 2026-05-27 Location: Online

Organizer: EAB with Annalisa Franco (University of Bologna)

All times in CEST.

Registration is free of charge.



The growing deployment of facial recognition systems in security-critical applications has exposed significant vulnerabilities to face morphing attacks, where images combining multiple identities can successfully deceive both human examiners and automated systems. These threats pose serious challenges for identity verification processes, including border control, passport issuance, and digital identity systems, making the development of reliable morphing attack detection (MAD) techniques a key priority for the biometrics community.

Co-organised with Annalisa Franco (University of Bologna, Italy), this workshop will provide a comprehensive overview of face morphing and morphing attack detection, spanning the full pipeline from attack generation techniques to recent detection strategies. The programme will also address system and human vulnerabilities, ongoing research initiatives, real-world operational perspectives, and large-scale benchmarking efforts. The workshop aims to advance understanding of current challenges and support the development of robust and practical MAD solutions.

Day 1 will focus on understanding morphs and cutting-edge MAD, and Day 2 will aim to provide an outlook into the future of MAD and morphing research with insights from end-users, current research projects and evaluation bodies.

Attendance is free of charge but registration is required. Credentials will be shared with participants the day before the event.

We thank our media partner:

Logo of Biometric Update

Day 1

13:00 Annalisa Franco

Welcome

University of Bologna
Landmark-based, GANs, Diffusion Models
13:05 Kiran Raja

Landmark-based, GANs, Diffusion Models for Morphing Attacks

EAB members may download additional files for this topic.
Norwegian University of Science and Technology (NTNU)
Vulnerabilities of Humans and Systems
13:50 David Robertson

Detecting Digitally Manipulated Face Photos: Individual Differences in Human Performance

University of Strathclyde
14:25 Annalisa Franco

Morphing Attack Potential: Evaluating the Resistance of Biometric Recognition Systems to Morphing Attacks

EAB members may download additional files for this topic.
University of Bologna
14:45

Break

Morphing Attack Detection
15:00 Marija Ivanovska

S-MAD & DMAD

EAB members may download additional files for this topic.
University of Ljubjana
15:25 Raul Ismayilov

Generalizable Face Demorphing for Operational Morphing Attack Detection

EAB members may download additional files for this topic.
University of Twente
15:45 Nicolo Di Domenico

Beyond Images: Leveraging Gate Videos in Morphing Attack Detection

EAB members may download additional files for this topic.
University of Bologna
16:05 Guido Borghi

Continual Learning for Morphing Attack Detection

EAB members may download additional files for this topic.
University of Modena and Reggio Emilia
16:25 Marija Ivanoska, Raul Ismayilov, Nicolo Di Domenico, Guido Borghi

Q&A on Morphing Attack Detection

Closing
16:40 Annalisa Franco

Closing

University of Bologna
16:45

End of Day 1

Day 2

13:00 Annalisa Franco

Welcome back

University of Bologna
Horizon Europe Research Projects
13:05 Jonathan Boyle

Morphing Attack Detection in Online Identity Issuance: Learnings from the EINSTEIN Project

EAB members may download additional files for this topic.
University of Reading
13:40 Davide Antonutti, David Fischinger, Ilyes Justin

Insights from SafeTravellers

EAB members may download additional files for this topic.
Austrian Institute of Technology
14:20

Break

Public benchmark
14:35 Mei Ngan

Updates from the NIST Face Analysis Technology Evaluation (FATE) MORPH Evaluation

EAB members may download additional files for this topic.
National Institute of Standards and Technology
15:10 Lorenzo Pellegrini

Evaluation of MAD systems: an introduction to the Bologna Online Evaluation Platform

EAB members may download additional files for this topic.
University of Bologna
Panel Discussion
15:50 Luuk Spreeuwers, Una Kelly, David Fischinger, Jonathan Boyle

Panel Discussion: Applications and the Future of Morphing

Closing
16:25 Annalisa Franco

Closing

University of Bologna
16:30

End of Day 2