Meiling Fang

Meiling Fang studied computer science at the Karlsruhe Institute of Technology from 2016 to 2019 and graduated as Master of science. Her focus during her master studies were cognitive systems and computer vision. Since August 2019, Ms. Fang has been working as a research scientist at the Smart Living & Biometric Technologies department at the Fraunhofer Institute for Computer Graphics Research (IGD) in Darmstadt and is currently doing her PhD at Darmstadt University of Technology on the subject of ”Mitigating Vulnerabilities in Biometrics”.

Her current research in the realm of biometrics focuses on presentation attack detection, computer vision, and machine learning. Furthermore Ms. Fang is working on the project ‘Secure Identity Management’ which makes part of the Mission ‘Next Generation Biometric Systems’ of ATHENE.

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2024 Fairness in Face Presentation Attack Detection
Fang, Meiling; Yang, Wufei; Kuijper, Arjan; S̆truc, Vitomir; Damer, Naser
Zeitschriftenaufsatz
Journal Article
2024 Mobile Contactless Fingerprint Presentation Attack Detection: Generalizability and Explainability
Priesnitz, Jannis; Casula, Roberto; Kolberg, Jascha; Fang, Meiling; Madhu, Akhila; Rathgeb, Christian; Marcialis, Gian Luca; Damer, Naser; Busch, Christoph
Zeitschriftenaufsatz
Journal Article
2024 Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics
Fang, Meiling; Damer, Naser
Konferenzbeitrag
Conference Paper
2023 Unsupervised Face Recognition using Unlabeled Synthetic Data
Boutros, Fadi; Klemt, Marcel; Fang, Meiling; Kuijper, Arjan; Damer, Naser
Konferenzbeitrag
Conference Paper
2023 Patch-based Discriminative Learning for Iris Presentation Attack Detection
Ott, Janosch
Bachelor Thesis
2023 Boosting the Generalizability and Fairness of Presentation Attack Detection
Fang, Meiling
Dissertation
Doctoral Thesis
2023 CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
Boutros, Fadi; Fang, Meiling; Klemt, Marcel; Fu, Biying; Damer, Naser
Paper
2023 Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR and Visible Domains
Fang, Meiling; Boutros, Fadi; Damer, Naser
Aufsatz in Buch
Book Article
2023 Depth-guided Robust Face Morphing Attack Detection
Rachalwar, Harsh; Fang, Meiling; Damer, Naser; Das, Abhijit
Konferenzbeitrag
Conference Paper
2023 MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders
Damer, Naser; Fang, Meiling; Siebke, Patrick; Kolf, Jan Niklas; Huber, Marco; Boutros, Fadi
Konferenzbeitrag
Conference Paper
2023 Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition
Tinsley, Patrick; Purnapatra, Sandip; Mitcheff, Mahsa; Boyd, Aidan; Crum, Colton; Bowyer, Kevin; Flynn, Patrick; Schuckers, Stephanie; Czajka, Adam; Fang, Meiling; Damer, Naser; Liu, Xingyu; Wang, Caiyong; Sun, Xianyun; Chang, Zhaohua; Li, Xinyue; Zhao, Guangzhe; Tapia, Juan; Busch, Christoph; Aravena, Carlos; Schulz, Daniel
Konferenzbeitrag
Conference Paper
2023 SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data
Fang, Meiling; Huber, Marco; Damer, Naser
Paper
2023 Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection
Huber, Marco; Fang, Meiling; Boutros, Fadi; Damer, Naser
Konferenzbeitrag
Conference Paper
2023 SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data
Fang, Meiling; Huber, Marco; Fierrez, Julian; Ramachandra, Raghavendra; Damer, Naser; Alkhaddour, Alhasan; Kasantcev, Maksim; Pryadchenko, Vasiliy; Yang, Ziyuan; Huangfu, Huijie; Chen, Yingyu; Zhang, Yi; Pan, Yuchen; Jiang, Junjun; Liu, Xianming; Sun, Xianyun; Wang, Caiyong; Liu, Xingyu; Chang, Zhaohua; Zhao, Guangzhe; Tapia, Juan; Gonzalez-Soler, Lazaro; Aravena, Carlos; Schulz, Daniel
Konferenzbeitrag
Conference Paper
2023 COLFIPAD: A Presentation Attack Detection Benchmark for Contactless Fingerprint Recognition
Priesnitz, Jannis; Kolberg, Jascha; Fang, Meiling; Madhu, Akhila; Rathgeb, Christian; Damer, Naser; Busch, Christoph
Konferenzbeitrag
Conference Paper
2023 SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data
Fang, Meiling; Huber, Marco; Damer, Naser
Konferenzbeitrag
Conference Paper
2023 CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
Boutros, Fadi; Fang, Meiling; Klemt, Marcel; Fu, Biying; Damer, Naser
Konferenzbeitrag
Conference Paper
2023 Liveness Detection Competition - Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint)
Purnapatra, Sandip; Rezaie, Humaira; Jawade, Bhavin; Liu, Yu; Pan, Yue; Brosell, Luke; Sumi, Mst Rumana; Igene, Lambert; Dimarco, Alden; Setlur, Srirangaraj; Dey, Soumyabrata; Schuckers, Stephanie; Huber, Marco; Kolf, Jan Niklas; Fang, Meiling; Damer, Naser; Adami, Banafsheh; Chitic, Raul; Seelert, Karsten; Mistry, Vishesh; Parthe, Rahul; Kacar, Umit
Konferenzbeitrag
Conference Paper
2023 ExFaceGAN: Exploring Identity Directions in GAN’s Learned Latent Space for Synthetic Identity Generation
Boutros, Fadi; Klemt, Marcel; Fang, Meiling; Kuijper, Arjan; Damer, Naser
Konferenzbeitrag
Conference Paper
2022 Masked Face Recognition: Human versus Machine
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Momentum Contrast for Representative Face Presentation Attack Detection
Badr, Nour Eldin Alaa
Master Thesis
2022 Bias Exploration and Mitigation in Face Presentation Attack Detection Systems
Yang, Wufei
Bachelor Thesis
2022 Intra-identity PatchSwap: On the Generalizability of Face Presentation Attack Detection
Ali, Hamza
Master Thesis
2022 Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2022 The Overlapping Effect and Fusion Protocols of Data Augmentation Techniques in Iris PAD
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Real Masks and Spoof Faces: On the Masked Face Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Low-resolution Iris Recognition via Knowledge Transfer
Boutros, Fadi; Kähm, Olga; Fang, Meiling; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2022 Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
Damer, Naser; López, César Augusto Fontanillo; Fang, Meiling; Spiller, Noemie; Pham, Minh Vu; Boutros, Fadi
Konferenzbeitrag
Conference Paper
2022 PatchSwap: Boosting the Generalizability of Face Presentation Attack Detection by Identity-aware Patch Swapping
Fang, Meiling; Hamza, Ali; Kuijper, Arjan; Damer, Naser
Konferenzbeitrag
Conference Paper
2022 Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
Damer, Naser; López, César Augusto Fontanillo; Fang, Meiling; Spiller, Noemie; Pham, Minh Vu; Boutros, Fadi
Paper
2022 Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection
Fang, Meiling; Boutros, Fadi; Damer, Naser
Konferenzbeitrag
Conference Paper
2021 Cross-database and Cross-attack Iris Presentation Attack Detection Using Micro Stripes Analyses
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2021 MixFaceNets: Extremely Efficient Face Recognition Networks
Boutros, Fadi; Damer, Naser; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection
Fang, Meiling; Boutros, Fadi; Kuijper, Arjan; Damer, Naser
Konferenzbeitrag
Conference Paper
2021 ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation
Damer, Naser; Raja, Kiran; Süßmilch, Marius; Venkatesh, Sushma; Boutros, Fadi; Fang, Meiling; Kirchbuchner, Florian; Ramachandra, Raghavendra; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 Face Liveness Detection Competition (LivDet-Face) - 2021
Purnapatra, Sandip; Smalt, Nic; Bahmani, Keivan; Das, Priyanka; Yambay, David; Mohammadi, Amir; George, Anjith; Bourlai, Thirimachos; Marcel, Sébastien; Schuckers, Stephanie; Fang, Meiling; Damer, Naser; Boutros, Fadi; Kuijper, Arjan; Kantarci, Alperen; Demir, Basar; Yildiz, Zafer; Ghafoory, Zabi; Dertli, Hasan; Ekenel, Hazim Kemal; Vu, Son; Christophides, Vassilis; Dashuang, Liang; Guanghao, Zhang; Zhanlong, Hao; Junfu, Liu; Yufeng, Jin; Liu, Samo; Huang, Samuel; Kuei, Salieri; Singh, Jag Mohan; Ramachandra, Raghavendra
Konferenzbeitrag
Conference Paper
2021 PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack Detection
Damer, Naser; Spiller, Noémie Catherine Hélène; Fang, Meiling; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition
Das, Priyanka; McGrath, Joseph; Fang, Zhaoyuan; Boyd, Aidan; Jang, Ganghee; Mohammadi, Amir; Purnapatra, Sandip; Yambay, David; Marcel, Sébastien; Trokielewicz, Mateusz; Maciejewicz, Piotr; Bowyer, Kevin W.; Czajka, Adam; Schuckers, Stephanie; Tapia, Juan; Gonzalez, Sebastian; Fang, Meiling; Damer, Naser; Boutros, Fadi; Kuijper, Arjan; Sharma, Renu; Chen, Cunjian; Ross, Arun A.
Konferenzbeitrag
Conference Paper
2020 Micro Stripes Analyses for Iris Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Compact Models for Periocular Verification Through Knowledge Distillation
Boutros, Fadi; Damer, Naser; Fang, Meiling; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Demographic Bias in Presentation Attack Detection of Iris Recognition Systems
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 Merge-SfM: Merging Partial Reconstructions
Fang, Meiling; Pollok, Thomas; Qu, Chengchao
Konferenzbeitrag
Conference Paper
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica

ATHENE - Mission “Next Generation Biometric System” – Project “Identity Management”

As part of the National Research Center for Applied Cybersecurity, we develop biometric solutions in the context of identity management. This includes the detection and prevention of attacks on biometric systems (e.g., Presentation Attacks and Morphing Attacks), the reduction of discriminatory behavior of such systems, and the quality assessment of biometric samples. The goal of this project is to make biometric systems safer, fairer, and more reliable for society.

ATHENE - Next Generation Biometric Systems (NGBS)

Facemorphing - Interview with biometrics experts

Passport photos at passport offices only? Morphing forgeries put pressure on officials