SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data

Author:

Huber Marco1,Boutros Fadi1,Luu Anh Thi1,Raja Kiran2,Ramachandra Raghavendra2,Damer Naser1,Neto Pedro C.3,Goncalves Tiago3,Sequeira Ana F.3,Cardoso Jaime S.3,Tremoco Joao4,Lourenco Miguel4,Serra Sergio5,Cermeno Eduardo5,Ivanovska Marija6,Batagelj Borut6,Kronovsek Andrej6,Peer Peter6,Struc Vitomir6

Affiliation:

1. Fraunhofer Institute for Computer Graphics Research IGD,Germany

2. Norwegian University of Science and Technology,Norway

3. INESC TEC,Portugal

4. Yoonik,Portugal

5. Vaelsys R&D,Spain

6. University of Ljubljana,Slovenia

Publisher

IEEE

Reference56 articles.

1. Face Morphing Detection: An Approach Based on Image Degradation Analysis

2. One millisecond face alignment with an ensemble of regression trees

3. Analyzing and improving the image quality of style-gan;karras;2020 IEEE Conference on Computer Vision and Pattern Recognition CVPR 2020,2020

4. A style-based gener-ator architecture for generative adversarial networks;karras;CVPR,2019

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1. Feature Interaction-Based Face De-Morphing Factor Prediction for Restoring Accomplice’s Facial Image;Sensors;2024-08-25

2. Fast-DiM: Towards Fast Diffusion Morphs;IEEE Security & Privacy;2024-07

3. Trans-FD: Transformer-Based Representation Interaction for Face De-Morphing;IEEE Transactions on Biometrics, Behavior, and Identity Science;2024-07

4. Face Morphing via Adversarial Attack-based Adaptive Blending;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

5. Hierarchical Generative Network for Face Morphing Attacks;2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG);2024-05-27

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