Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors

13 March 2022

Naser Damer

César Augusto Fontanillo López

Papers citing "Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors"

39 / 39 papers shown

Title
SelfMAD: Enhancing Generalization and Robustness in Morphing Attack Detection via Self-Supervised Learning Marija Ivanovska Leon Todorov Naser Damer Deepak Kumar Jain Peter Peer Vitomir Štruc AAML 32 0 0 07 Apr 2025
MADation: Face Morphing Attack Detection with Foundation Models Eduarda Caldeira Guray Ozgur Tahar Chettaoui Marija Ivanovska Peter Peer Fadi Boutros Vitomir Štruc Naser Damer CVBM 44 1 1 28 Jan 2025
Metric for Evaluating Performance of Reference-Free Demorphing Methods Nitish Shukla Arun Ross CVBM 35 0 0 21 Jan 2025
Evaluating the Effectiveness of Attack-Agnostic Features for Morphing Attack Detection Laurent Colbois S´ebastien Marcel AAML 38 0 0 22 Oct 2024
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples Haoyu Zhang Raghavendra Ramachandra Kiran Raja Christoph Busch CVBM 47 2 0 09 Sep 2024
Facial Demorphing via Identity Preserving Image Decomposition Nitish Shukla Arun Ross CVBM 32 3 0 20 Aug 2024
Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications Juan E. Tapia Maximilian Russo Christoph Busch 54 1 0 18 Aug 2024
IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection Hong Guan Yancheng Wang Lulu Xie Soham Nag Rajeev Goel ... Yingzhen Yang Chaowei Xiao Jonathan Prisby Ross Maciejewski Jia Zou 36 1 0 03 Aug 2024
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset Nicolò Di Domenico Guido Borghi Annalisa Franco Davide Maltoni CVBM 36 6 0 17 Apr 2024
Impact of Synthetic Images on Morphing Attack Detection Using a Siamese Network Juan E. Tapia Christoph Busch 29 2 0 14 Mar 2024
Optimal-Landmark-Guided Image Blending for Face Morphing Attacks Qiaoyun He Zongyong Deng Zuyuan He Qijun Zhao CVBM 16 2 0 30 Jan 2024
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data Meiling Fang Marco Huber Julian Fierrez Raghavendra Ramachandra Naser Damer ... Guangzhe Zhao Juan Tapia Lázaro J. González Soler Carlos Aravena Daniel Schulz CVBM 37 4 0 09 Nov 2023
Bias and Diversity in Synthetic-based Face Recognition Marco Huber An Luu Fadi Boutros Arjan Kuijper Naser Damer 41 13 0 07 Nov 2023
Towards Generalizable Morph Attack Detection with Consistency Regularization Hossein Kashiani Niloufar Alipour Talemi Mohammad Saeed Ebrahimi Saadabadi Nasser M. Nasrabadi AAML 13 2 0 20 Aug 2023
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Fadi Boutros J. H. Grebe Arjan Kuijper Naser Damer 26 61 0 09 Aug 2023
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 28 17 0 11 Jul 2023
Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models Marija Ivanovska Vitomir Štruc DiffM 11 11 0 27 Jun 2023
Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection Eduarda Caldeira Pedro C. Neto Tiago B. Gonccalves Naser Damer Ana F. Sequeira Jaime S. Cardoso CVBM 15 6 0 05 Jun 2023
Synthetic Data for Face Recognition: Current State and Future Prospects Fadi Boutros Vitomir Štruc Julian Fierrez Naser Damer 27 75 0 01 May 2023
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition J. Kolf Tim Rieber Jurek Elliesen Fadi Boutros Arjan Kuijper Naser Damer 19 23 0 30 Apr 2023
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data Meiling Fang Marco Huber Naser Damer AAML 48 21 0 05 Mar 2023
MorphGANFormer: Transformer-based Face Morphing and De-Morphing Naifeng Zhang Xudong Liu Zhaoxin Fan Guo-Jun Qi CVBM 18 5 0 18 Feb 2023
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders Naser Damer Meiling Fang Patrick Siebke J. Kolf Marco Huber Fadi Boutros DiffM 25 38 0 03 Feb 2023
Deep Composite Face Image Attacks: Generation, Vulnerability and Detection Jag Mohan Singh Raghavendra Ramachandra AAML CVBM 26 10 0 20 Nov 2022
Unsupervised Face Recognition using Unlabeled Synthetic Data Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 27 32 0 14 Nov 2022
A Survey on Computer Vision based Human Analysis in the COVID-19 Era Fevziye Irem Eyiokur Alperen Kantarci M. Erakin Naser Damer Ferda Ofli ... Janez Križaj A. Salah Alexander Waibel Vitomir Štruc H. K. Ekenel 34 20 0 07 Nov 2022
Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting Naifeng Zhang Shan Jia Siwei Lyu Xin Li AAML 38 1 0 27 Oct 2022
Robust Ensemble Morph Detection with Domain Generalization Hossein Kashiani S. Sami Sobhan Soleymani Nasser M. Nasrabadi OOD AAML 26 8 0 16 Sep 2022
OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement Pedro C. Neto Tiago B. Gonccalves Marco Huber Naser Damer Ana F. Sequeira Jaime S. Cardoso CVBM 36 10 0 16 Aug 2022
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data Marco Huber Fadi Boutros An Luu Kiran Raja Raghavendra Ramachandra ... Marija Ivanovska Borut Batagelj Andrej Kronovvsek Peter Peer Vitomir vStruc CVBM 46 29 0 15 Aug 2022
Face Morphing Attacks and Face Image Quality: The Effect of Morphing and the Unsupervised Attack Detection by Quality Biying Fu Naser Damer AAML CVBM 28 8 0 11 Aug 2022
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection Meiling Fang Fadi Boutros Naser Damer CVBM 19 13 0 11 Aug 2022
Face Morphing Attack Detection Using Privacy-Aware Training Data Marija Ivanovska Andrej Kronovsek Peter Peer Vitomir Štruc Borut Batagelj PICV 22 7 0 02 Jul 2022
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization Fadi Boutros Naser Damer Arjan Kuijper CVBM MQ 22 37 0 21 Jun 2022
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data Fadi Boutros Marco Huber Patrick Siebke Tim Rieber Naser Damer 19 82 0 21 Jun 2022
Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection Meiling Fang Fadi Boutros Arjan Kuijper Naser Damer CVBM AAML 50 19 0 08 Nov 2021
Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks Eklavya Sarkar Pavel Korshunov Laurent Colbois S´ebastien Marcel AAML CVBM 44 49 0 09 Dec 2020
CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations Yuanhan Zhang Zhen-fei Yin Yidong Li Guojun Yin Junjie Yan Jing Shao Ziwei Liu CVBM 52 161 0 24 Jul 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 294 10,354 0 12 Dec 2018