Fraunhofer-Institut für Graphische Datenverarbeitung IGD
Fraunhofer-Institut für Graphische Datenverarbeitung IGD

Meiling Fang

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Meiling Fang studierte von 2016 bis 2019 Informatik am Karlsruher Institut für Technologie und schloss als Master of Science ab. Ihre Schwerpunkte während des Masterstudiums waren kognitive Systeme und Computer Vision. Seit August 2019 arbeitet Frau Fang als wissenschaftliche Mitarbeiterin am Kompetenzzentrum »Smart Living & Biometric Technologies« am Fraunhofer-Institut für Graphische Datenverarbeitung (IGD) in Darmstadt und promoviert derzeit an der Technischen Universität Darmstadt zum Thema »Mitigating Vulnerabilities in Biometrics«.

Ihre aktuelle Forschung im Bereich der Biometrie konzentriert sich auf die Erkennung von Presentation Attacks, Computer Vision und maschinelles Lernen. Darüber hinaus arbeitet Frau Fang an dem Projekt »Secure Identity Management« mit, welches Teil der Mission »Next Generation Biometric Systems« von ATHENE ist.

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 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 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 SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data
Fang, Meiling; Huber, Marco; Damer, Naser		 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 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 SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data
Fang, Meiling; Huber, Marco; Damer, Naser		 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 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 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
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 Depth-guided Robust Face Morphing Attack Detection
Rachalwar, Harsh; Fang, Meiling; Damer, Naser; Das, Abhijit		 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
2022 Masked Face Recognition: Human versus Machine
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Bias Exploration and Mitigation in Face Presentation Attack Detection Systems
Yang, Wufei		 Bachelor Thesis
2022 Momentum Contrast for Representative Face Presentation Attack Detection
Badr, Nour Eldin Alaa		 Master Thesis
2022 Intra-identity PatchSwap: On the Generalizability of Face Presentation Attack Detection
Ali, Hamza		 Master Thesis
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 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 Low-resolution Iris Recognition via Knowledge Transfer
Boutros, Fadi; Kähm, Olga; Fang, Meiling; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
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 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 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 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 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 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 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 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 Compact Models for Periocular Verification Through Knowledge Distillation
Boutros, Fadi; Damer, Naser; Fang, Meiling; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2020 Micro Stripes Analyses for Iris Presentation Attack Detection
Fang, Meiling; Damer, Naser; 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
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
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« – Projekt »Identity Management«

Als Teil des Nationalen Forschungszentrums für angewandte Cybersicherheit entwickeln wir biometrische Lösungen im Kontext des Identity Management. Dies beinhaltet die Detektion und Prävention von Angriffen auf biometrische Systeme (z.B. Presentation Attacks und Morphing Attacks), die Reduzierung von diskriminierendem Verhalten solcher Systeme und die Qualitätsbewertung biometrischer Samples. Ziel dieses Projektes ist es biometrische Systeme für die Gesellschaft sicherer, fairer und zuverlässiger zu gestalten.

https://www.athene-center.de/forschung/forschungsbereiche/next-generation-biometric-systems-5

https://www.igd.fraunhofer.de/en/competences/technologies/biometrics/face-morphing
https://www.igd.fraunhofer.de/en/press/annual-reports/2018/face-morphing-a-new-threat