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        AUTHOR = "Guo, W. and Tondi, B. and Barni, M.",
        TITLE = "A Master Key backdoor for universal impersonation attack against
DNN-based face verification",
        JOURNAL = PRL,
        VOLUME = "144",
        YEAR = "2021",
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@article{bb265801,
        AUTHOR = "Wang, Y.W. and Ding, X. and Yang, Y.X. and Ding, L. and Ward, R. and Wang, Z.J.",
        TITLE = "Perception matters: Exploring imperceptible and transferable
anti-forensics for GAN-generated fake face imagery detection",
        JOURNAL = PRL,
        VOLUME = "146",
        YEAR = "2021",
        PAGES = "15-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260560"}

@article{bb265802,
        AUTHOR = "Bisogni, C. and Cascone, L. and Dugelay, J.L. and Pero, C.",
        TITLE = "Adversarial attacks through architectures and spectra in face
recognition",
        JOURNAL = PRL,
        VOLUME = "147",
        YEAR = "2021",
        PAGES = "55-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260561"}

@inproceedings{bb265803,
        AUTHOR = "Ngo, L.M. and Wang, W. and Mandira, B. and Karaoglu, S. and Bouma, H. and Dibeklioglu, H. and Gevers, T.",
        TITLE = "Identity Unbiased Deception Detection by 2D-to-3D Face Reconstruction",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "145-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260562"}

@article{bb265804,
        AUTHOR = "Hofbauer, H. and Debiasi, L. and Krankl, S. and Uhl, A.",
        TITLE = "Exploring presentation attack vulnerability and usability of face
recognition systems",
        JOURNAL = IET-Bio,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "219-232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260563"}

@article{bb265805,
        AUTHOR = "Bonomi, M. and Pasquini, C. and Boato, G.",
        TITLE = "Dynamic texture analysis for detecting fake faces in video sequences",
        JOURNAL = JVCIR,
        VOLUME = "79",
        YEAR = "2021",
        PAGES = "103239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260564"}

@article{bb265806,
        AUTHOR = "Gonzalez Soler, L.J. and Gomez Barrero, M. and Busch, C.",
        TITLE = "On the generalisation capabilities of Fisher vector-based face
presentation attack detection",
        JOURNAL = IET-Bio,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "5",
        PAGES = "480-496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260565"}

@article{bb265807,
        AUTHOR = "Arashloo, S.R.",
        TITLE = "Unseen Face Presentation Attack Detection Using Sparse Multiple
Kernel Fisher Null-Space",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4084-4095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260566"}

@article{bb265808,
        AUTHOR = "Peng, F. and Meng, S.H. and Long, M.",
        TITLE = "Presentation attack detection based on two-stream vision transformers
with self-attention fusion",
        JOURNAL = JVCIR,
        VOLUME = "85",
        YEAR = "2022",
        PAGES = "103518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260567"}

@article{bb265809,
        AUTHOR = "Khalid, S.S. and Awais, M. and Feng, Z.H. and Chan, C.H. and Farooq, A. and Akbari, A. and Kittler, J.V.",
        TITLE = "NPT-Loss:
Demystifying Face Recognition Losses With Nearest Proxies Triplet",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "15249-15259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260568"}

@article{bb265810,
        AUTHOR = "Peng, F. and Qin, L. and Long, M.",
        TITLE = "Face morphing attack detection and attacker identification based on a
watchlist",
        JOURNAL = SP:IC,
        VOLUME = "107",
        YEAR = "2022",
        PAGES = "116748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260569"}

@article{bb265811,
        AUTHOR = "Raja, K. and Gupta, G. and Venkatesh, S. and Ramachandra, R. and Busch, C.",
        TITLE = "Towards generalized morphing attack detection by learning residuals",
        JOURNAL = IVC,
        VOLUME = "126",
        YEAR = "2022",
        PAGES = "104535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260570"}

@article{bb265812,
        AUTHOR = "Fu, B.Y. and Damer, N.",
        TITLE = "Face morphing attacks and face image quality: The effect of morphing
and the unsupervised attack detection by quality",
        JOURNAL = IET-Bio,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "359-382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260571"}

@article{bb265813,
        AUTHOR = "Mudgalgundurao, R. and Schuch, P. and Raja, K. and Ramachandra, R. and Damer, N.",
        TITLE = "Pixel-wise supervision for presentation attack detection on identity
document cards",
        JOURNAL = IET-Bio,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "383-395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260572"}

@article{bb265814,
        AUTHOR = "Rezgui, Z. and Bassit, A. and Veldhuis, R.",
        TITLE = "Transferability analysis of adversarial attacks on gender
classification to face recognition: Fixed and variable attack
perturbation",
        JOURNAL = IET-Bio,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "407-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260573"}

@article{bb265815,
        AUTHOR = "Zheng, X. and Fan, Y.B. and Wu, B.Y. and Zhang, Y. and Wang, J. and Pan, S.R.",
        TITLE = "Robust Physical-World Attacks on Face Recognition",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "109009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260574"}

@inproceedings{bb265816,
        AUTHOR = "Zhang, W.T. and Liu, H.Z. and Liu, F. and Ramachandra, R. and Busch, C.",
        TITLE = "Effective Presentation Attack Detection Driven by Face Related Task",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "V:408-423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260575"}

@article{bb265817,
        AUTHOR = "Marcialis, G.L. and Liu, X.M. and Didaci, L.",
        TITLE = "Biometric presentation attacks: Handcrafted features versus deep
learning approaches",
        JOURNAL = PRL,
        VOLUME = "163",
        YEAR = "2022",
        PAGES = "55-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260576"}

@article{bb265818,
        AUTHOR = "Wang, C.X. and Yu, B.Y. and Zhou, J.",
        TITLE = "A Learnable Gradient operator for face presentation attack detection",
        JOURNAL = PR,
        VOLUME = "135",
        YEAR = "2023",
        PAGES = "109146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260577"}

@article{bb265819,
        AUTHOR = "Zhang, H.T. and Chen, B. and Wang, J.W. and Zhao, G.Y.",
        TITLE = "A Local Perturbation Generation Method for GAN-Generated Face
Anti-Forensics",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "661-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260578"}

@article{bb265820,
        AUTHOR = "Zhang, D.H. and Meng, J. and Zhang, J. and Deng, X.Z. and Ding, S.H. and Zhou, M. and Wang, Q. and Li, Q. and Chen, Y.",
        TITLE = "SonarGuard: Ultrasonic Face Liveness Detection on Mobile Devices",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4401-4414",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260579"}

@article{bb265821,
        AUTHOR = "Hu, C. and Li, Y.B. and Feng, Z.H. and Wu, X.J.",
        TITLE = "Attention-guided evolutionary attack with elastic-net regularization
on face recognition",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109760",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260580"}

@article{bb265822,
        AUTHOR = "Shahreza, H.O. and Marcel, S.",
        TITLE = "Comprehensive Vulnerability Evaluation of Face Recognition Systems to
Template Inversion Attacks via 3D Face Reconstruction",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "14248-14265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260581"}

@inproceedings{bb265823,
        AUTHOR = "Shahreza, H.O. and Marcel, S.",
        TITLE = "Template Inversion Attack against Face Recognition Systems using 3D
Face Reconstruction",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19605-19615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260582"}

@article{bb265824,
        AUTHOR = "Fang, M.L. and Yang, W. and Kuijper, A. and S?truc, V. and Damer, N.",
        TITLE = "Fairness in face presentation attack detection",
        JOURNAL = PR,
        VOLUME = "147",
        YEAR = "2024",
        PAGES = "110002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260583"}

@article{bb265825,
        AUTHOR = "Qi, H. and Wang, J.L. and Yan, C. and Jiang, C.J.",
        TITLE = "The Probabilistic Liveness Decision Method of Unbounded Petri Nets
Based on Machine Learning",
        JOURNAL = SMCS,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1070-1081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260584"}

@inproceedings{bb265826,
        AUTHOR = "Aravena, C. and Pasmino, D. and Tapia, J. and Busch, C.",
        TITLE = "Face Image Quality Estimation on Presentation Attack Detection",
        BOOKTITLE = CIARP23,
        YEAR = "2023",
        PAGES = "I:358-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260585"}

@inproceedings{bb265827,
        AUTHOR = "Li, Q. and Hu, Y.X. and Liu, Y. and Zhang, D.X. and Jin, X. and Chen, Y.T.",
        TITLE = "Discrete Point-Wise Attack is Not Enough: Generalized Manifold
Adversarial Attack for Face Recognition",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20575-20584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260586"}

@inproceedings{bb265828,
        AUTHOR = "Li, Y.J. and Li, Y. and Dai, X.L. and Guo, S.T. and Xiao, B.",
        TITLE = "Physical-World Optical Adversarial Attacks on 3D Face Recognition",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24699-24708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260587"}

@inproceedings{bb265829,
        AUTHOR = "Li, Z.X. and Yin, B. and Yao, T.P. and Guo, J.F. and Ding, S.H. and Chen, S. and Liu, C.",
        TITLE = "Sibling-Attack: Rethinking Transferable Adversarial Attacks against
Face Recognition",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24626-24637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260588"}

@inproceedings{bb265830,
        AUTHOR = "Shamshad, F. and Srivatsan, K. and Nandakumar, K.",
        TITLE = "Evading Forensic Classifiers with Attribute-Conditioned Adversarial
Faces",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16469-16478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260589"}

@inproceedings{bb265831,
        AUTHOR = "Mundra, S. and Porcile, G.J.A. and Marvaniya, S. and Verbus, J.R. and Farid, H.",
        TITLE = "Exposing GAN-Generated Profile Photos from Compact Embeddings",
        BOOKTITLE = WMF23,
        YEAR = "2023",
        PAGES = "884-892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260590"}

@inproceedings{bb265832,
        AUTHOR = "Deb, D. and Liu, X.M. and Jain, A.K.",
        TITLE = "FaceGuard: A Self-Supervised Defense Against Adversarial Face Images",
        BOOKTITLE = FG23,
        YEAR = "2023",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260591"}

@inproceedings{bb265833,
        AUTHOR = "Thakral, K. and Mittal, S. and Vatsa, M. and Singh, R.",
        TITLE = "PhygitalNet: Unified Face Presentation Attack Detection via One-Class
Isolation Learning",
        BOOKTITLE = FG23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260592"}

@inproceedings{bb265834,
        AUTHOR = "Shmelkin, R. and Friedlander, T. and Wolf, L.",
        TITLE = "Generating Master Faces for Dictionary Attacks with a
Network-Assisted Latent Space Evolution",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "01-08",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260593"}

@inproceedings{bb265835,
        AUTHOR = "Vepakomma, P. and Singh, A. and Zhang, E. and Gupta, O. and Raskar, R.",
        TITLE = "NoPeek-Infer: Preventing face reconstruction attacks in distributed
inference after on-premise training",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260594"}

@inproceedings{bb265836,
        AUTHOR = "Shao, R. and Zhang, B. and Yuen, P.C. and Patel, V.M.",
        TITLE = "Federated Test-Time Adaptive Face Presentation Attack Detection with
Dual-Phase Privacy Preservation",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260595"}

@inproceedings{bb265837,
        AUTHOR = "Hamblin, J. and Nikhal, K. and Riggan, B.S.",
        TITLE = "Understanding Cross Domain Presentation Attack Detection for Visible
Face Recognition",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260596"}

@inproceedings{bb265838,
        AUTHOR = "Mirzaalian, H. and Hussein, M.E. and Spinoulas, L. and May, J. and Abd Almageed, W.",
        TITLE = "Explaining Face Presentation Attack Detection Using Natural Language",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260597"}

@inproceedings{bb265839,
        AUTHOR = "Deb, D. and Liu, X.M. and Jain, A.K.",
        TITLE = "Unified Detection of Digital and Physical Face Attacks",
        BOOKTITLE = FG23,
        YEAR = "2023",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260598"}

@inproceedings{bb265840,
        AUTHOR = "Wang, H.R. and Wang, S. and Jin, Z. and Wang, Y.D. and Chen, C.J. and Tistarelli, M.",
        TITLE = "Similarity-based Gray-box Adversarial Attack Against Deep Face
Recognition",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260599"}

@inproceedings{bb265841,
        AUTHOR = "Al Refai, R. and Nandakumar, K.",
        TITLE = "A Unified Model for Face Matching and Presentation Attack Detection
using an Ensemble of Vision Transformer Features",
        BOOKTITLE = BioAttack23,
        YEAR = "2023",
        PAGES = "662-671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260600"}

@inproceedings{bb265842,
        AUTHOR = "Rathgeb, C. and Nichols, R. and Ibsen, M. and Drozdowski, P. and Busch, C.",
        TITLE = "Crowd-Powered Face Manipulation Detection:
Fusing Human Examiner Decisions",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "181-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260601"}

@inproceedings{bb265843,
        AUTHOR = "Ming, Z.H. and Yu, Z.T. and Al Ghadi, M. and Visani, M. and Luqman, M.M. and Burie, J.C.",
        TITLE = "Vitranspad: Video Transformer Using Convolution And Self-Attention
For Face Presentation Attack Detection",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "4248-4252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260602"}

@inproceedings{bb265844,
        AUTHOR = "Guetta, N. and Shabtai, A. and Singh, I. and Momiyama, S. and Elovici, Y.",
        TITLE = "Dodging Attack Using Carefully Crafted Natural Makeup",
        BOOKTITLE = "Ben-Gurion University",
        YEAR = "2021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260603"}

@string{YouTube = "MakeUp Tutorial: How To Hide From Cameras"}

@inproceedings{bb265846,
        AUTHOR = "Cauli, N. and Ortis, A. and Battiato, S.",
        TITLE = "Fooling a Face Recognition System with a Marker-Free Label-Consistent
Backdoor Attack",
        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "II:176-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260605"}

@inproceedings{bb265847,
        AUTHOR = "Padnevych, R. and Carmo, D. and Semedo, D. and Magalhaes, J.",
        TITLE = "Temporal Convolutional Networks for Robust Face Liveness Detection",
        BOOKTITLE = IbPRIA22,
        YEAR = "2022",
        PAGES = "255-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260606"}

@inproceedings{bb265848,
        AUTHOR = "Rostami, M. and Spinoulas, L. and Hussein, M. and Mathai, J. and Abd Almageed, W.",
        TITLE = "Detection and Continual Learning of Novel Face Presentation Attacks",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "14831-14840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260607"}

@inproceedings{bb265849,
        AUTHOR = "Byun, J. and Go, H. and Kim, C.",
        TITLE = "Geometrically Adaptive Dictionary Attack on Face Recognition",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "3809-3818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260608"}

@inproceedings{bb265850,
        AUTHOR = "Singh, I. and Araki, T. and Kakizaki, K.",
        TITLE = "Powerful Physical Adversarial Examples Against Practical Face
Recognition Systems",
        BOOKTITLE = BioAttack22,
        YEAR = "2022",
        PAGES = "301-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260609"}

@inproceedings{bb265851,
        AUTHOR = "Neto, P.C. and Sequeira, A.F. and Cardoso, J.S.",
        TITLE = "Myope Models:
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        BOOKTITLE = Explain-Bio22,
        YEAR = "2022",
        PAGES = "390-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260610"}

@inproceedings{bb265852,
        AUTHOR = "Fang, M.L. and Damer, N. and Kirchbuchner, F. and Kuijper, A.",
        TITLE = "Learnable Multi-level Frequency Decomposition and Hierarchical
Attention Mechanism for Generalized Face Presentation Attack
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        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1131-1140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260611"}

@inproceedings{bb265853,
        AUTHOR = "Aghdaie, P. and Chaudhary, B. and Soleymani, S. and Dawson, J. and Nasrabadi, N.M.",
        TITLE = "Morph Detection Enhanced by Structured Group Sparsity",
        BOOKTITLE = BioAttack22,
        YEAR = "2022",
        PAGES = "311-320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260612"}

@inproceedings{bb265854,
        AUTHOR = "Ghafourian, M. and Fierrez, J. and Vera Rodriguez, R. and Serna, I. and Morales, A.",
        TITLE = "OTB-morph: One-Time Biometrics via Morphing applied to Face Templates",
        BOOKTITLE = BioAttack22,
        YEAR = "2022",
        PAGES = "321-329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260613"}

@inproceedings{bb265855,
        AUTHOR = "Ramachandra, R. and Raja, K. and Busch, C.",
        TITLE = "Algorithmic Fairness in Face Morphing Attack Detection",
        BOOKTITLE = Perform-Bio22,
        YEAR = "2022",
        PAGES = "410-418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260614"}

@inproceedings{bb265856,
        AUTHOR = "Fatemifar, S. and Awais, M. and Akbari, A. and Kittler, J.V.",
        TITLE = "Particle Swarm and Pattern Search Optimisation of An Ensemble of Face
Anomaly Detectors",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3622-3626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260615"}

@inproceedings{bb265857,
        AUTHOR = "Luo, Z.B. and Kamata, S.I. and Sun, Z.T.",
        TITLE = "Transformer and Node-Compressed DNN Based Dual-Path System for
Manipulated Face Detection",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3882-3886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260616"}

@inproceedings{bb265858,
        AUTHOR = "Yao, C.L. and Wang, S. and Zhang, J. and He, W.T. and Du, H. and Ren, J.F. and Bai, R.B. and Liu, J.",
        TITLE = "rPPG-Based Spoofing Detection for Face Mask Attack using Efficientnet
on Weighted Spatial-Temporal Representation",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3872-3876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260617"}

@inproceedings{bb265859,
        AUTHOR = "Damer, N. and Raja, K. and Sußmilch, M. and Venkatesh, S. and Boutros, F. and Fang, M.L. and Kirchbuchner, F. and Ramachandra, R. and Kuijper, A.",
        TITLE = "ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by
Attack Re-generation",
        BOOKTITLE = ISVC21,
        YEAR = "2021",
        PAGES = "I:251-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260618"}

@inproceedings{bb265860,
        AUTHOR = "Damer, N. and Spiller, N. and Fang, M.L. and Boutros, F. and Kirchbuchner, F. and Kuijper, A.",
        TITLE = "PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack
Detection",
        BOOKTITLE = ISVC21,
        YEAR = "2021",
        PAGES = "I:291-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260619"}

@inproceedings{bb265861,
        AUTHOR = "Xu, X. and Xiong, Y.J. and Xia, W.",
        TITLE = "On Improving Temporal Consistency for Online Face Liveness Detection
System",
        BOOKTITLE = ChaLearnFAS21,
        YEAR = "2021",
        PAGES = "824-833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260620"}

@inproceedings{bb265862,
        AUTHOR = "Fang, H. and Liu, A. and Wan, J. and Escalera, S. and Escalante, H.J. and Lei, Z.",
        TITLE = "Surveillance Face Presentation Attack Detection Challenge",
        BOOKTITLE = ChaLearnFAS23,
        YEAR = "2023",
        PAGES = "6361-6371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260621"}

@inproceedings{bb265863,
        AUTHOR = "Liu, A. and Zhao, C.X. and Yu, Z.T. and Su, A.Y. and Liu, X. and Kong, Z.J. and Wan, J. and Escalera, S. and Escalante, H.J. and Lei, Z. and Guo, G.D.",
        TITLE = "3D High-Fidelity Mask Face Presentation Attack Detection Challenge",
        BOOKTITLE = ChaLearnFAS21,
        YEAR = "2021",
        PAGES = "814-823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260622"}

@inproceedings{bb265864,
        AUTHOR = "Chen, S. and Yao, T.P. and Zhang, K.Y. and Chen, Y. and Sun, K. and Ding, S.H. and Li, J.L. and Huang, F.Y. and Ji, R.R.",
        TITLE = "A Dual-stream Framework for 3D Mask Face Presentation Attack
Detection",
        BOOKTITLE = ChaLearnFAS21,
        YEAR = "2021",
        PAGES = "834-841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260623"}

@inproceedings{bb265865,
        AUTHOR = "Grinchuk, O. and Parkin, A. and Glazistova, E.",
        TITLE = "3D mask presentation attack detection via high resolution face parts",
        BOOKTITLE = ChaLearnFAS21,
        YEAR = "2021",
        PAGES = "846-853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260624"}

@inproceedings{bb265866,
        AUTHOR = "Wenger, E. and Passananti, J. and Bhagoji, A.N. and Yao, Y.S. and Zheng, H.T. and Zhao, B.Y.",
        TITLE = "Backdoor Attacks Against Deep Learning Systems in the Physical World",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6202-6211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260625"}

@inproceedings{bb265867,
        AUTHOR = "Chaudhary, B. and Aghdaie, P. and Soleymani, S. and Dawson, J. and Nasrabadi, N.M.",
        TITLE = "Differential Morph Face Detection using Discriminative Wavelet
Sub-bands",
        BOOKTITLE = Biometrics21,
        YEAR = "2021",
        PAGES = "1425-1434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260626"}

@inproceedings{bb265868,
        AUTHOR = "Sabel, J. and Johansson, F.",
        TITLE = "On the Robustness and Generalizability of Face Synthesis Detection
Methods",
        BOOKTITLE = WMF21,
        YEAR = "2021",
        PAGES = "962-971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260627"}

@inproceedings{bb265869,
        AUTHOR = "Mallat, K. and Dugelay, J.L.",
        TITLE = "Indirect synthetic attack on thermal face biometric systems via
visible-to-thermal spectrum conversion",
        BOOKTITLE = Biometrics21,
        YEAR = "2021",
        PAGES = "1435-1443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260628"}

@inproceedings{bb265870,
        AUTHOR = "Soleymani, S. and Dabouei, A. and Taherkhani, F. and Dawson, J. and Nasrabadi, N.M.",
        TITLE = "Mutual Information Maximization on Disentangled Representations for
Differential Morph Detection",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1730-1740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260629"}

@inproceedings{bb265871,
        AUTHOR = "Sanghvi, N. and Singh, S.K. and Agarwal, A. and Vatsa, M. and Singh, R.",
        TITLE = "MixNet for Generalized Face Presentation Attack Detection",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "5511-5518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260630"}

@inproceedings{bb265872,
        AUTHOR = "Komkov, S. and Petiushko, A.",
        TITLE = "AdvHat: Real-World Adversarial Attack on ArcFace Face ID System",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "819-826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260631"}

@inproceedings{bb265873,
        AUTHOR = "Zhang, Y.G. and Zhao, M. and Yan, L.B. and Gao, T.D. and Chen, J.",
        TITLE = "CNN-Based Anomaly Detection for Face Presentation Attack Detection
with Multi-Channel Images",
        BOOKTITLE = VCIP20,
        YEAR = "2020",
        PAGES = "189-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260632"}

@inproceedings{bb265874,
        AUTHOR = "Kotwal, K. and Marcel, S.",
        TITLE = "CNN Patch Pooling for Detecting 3D Mask Presentation Attacks in NIR",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1336-1340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260633"}

@inproceedings{bb265875,
        AUTHOR = "Wang, S. and Wang, O. and Zhang, R. and Owens, A. and Efros, A.A.",
        TITLE = "CNN-Generated Images Are Surprisingly Easy to Spot… for Now",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8692-8701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260634"}

@inproceedings{bb265876,
        AUTHOR = "Liu, Z. and Qi, X. and Torr, P.H.S.",
        TITLE = "Global Texture Enhancement for Fake Face Detection in the Wild",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8057-8066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260635"}

@inproceedings{bb265877,
        AUTHOR = "Wang, G. and Han, H. and Shan, S. and Chen, X.",
        TITLE = "Cross-Domain Face Presentation Attack Detection via Multi-Domain
Disentangled Representation Learning",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "6677-6686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260636"}

@inproceedings{bb265878,
        AUTHOR = "Nguyen, D. and Arora, S.S. and Wu, Y. and Yang, H.",
        TITLE = "Adversarial Light Projection Attacks on Face Recognition Systems:
A Feasibility Study",
        BOOKTITLE = Biometrics20,
        YEAR = "2020",
        PAGES = "3548-3556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260637"}

@inproceedings{bb265879,
        AUTHOR = "Liu, S. and Lan, X. and Yuen, P.C.",
        TITLE = "Temporal Similarity Analysis of Remote Photoplethysmography for Fast
3D Mask Face Presentation Attack Detection",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2597-2605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260638"}

@inproceedings{bb265880,
        AUTHOR = "Venkatesh, S. and Ramachandra, R. and Raja, K. and Spreeuwers, L.J. and Veldhuis, R.N.J. and Busch, C.",
        TITLE = "Detecting Morphed Face Attacks Using Residual Noise from Deep
Multi-scale Context Aggregation Network",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "269-278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260639"}

@inproceedings{bb265881,
        AUTHOR = "Joshi, A. and Mukherjee, A. and Sarkar, S. and Hegde, C.",
        TITLE = "Semantic Adversarial Attacks:
Parametric Transformations That Fool Deep Classifiers",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4772-4782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260640"}

@inproceedings{bb265882,
        AUTHOR = "Rossler, A. and Cozzolino, D. and Verdoliva, L. and Riess, C. and Thies, J. and Niessner, M.",
        TITLE = "FaceForensics++: Learning to Detect Manipulated Facial Images",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1-11",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260641"}

@inproceedings{bb265883,
        AUTHOR = "Yu, N. and Davis, L. and Fritz, M.",
        TITLE = "Attributing Fake Images to GANs:
Learning and Analyzing GAN Fingerprints",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "7555-7565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260642"}

@inproceedings{bb265884,
        AUTHOR = "Deng, J.K. and Guo, J. and Liu, T.L. and Gong, M.M. and Zafeiriou, S.P.",
        TITLE = "Sub-center Arcface: Boosting Face Recognition by Large-scale Noisy Web
Faces",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XI:741-757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260643"}

@inproceedings{bb265885,
        AUTHOR = "Deng, J.K. and Zafeiriou, S.P.",
        TITLE = "ArcFace for Disguised Face Recognition",
        BOOKTITLE = DFW19,
        YEAR = "2019",
        PAGES = "485-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260644"}

@inproceedings{bb265886,
        AUTHOR = "Chen, W. and Zhang, Z.X. and Hu, X.L. and Wu, B.Y.",
        TITLE = "Boosting Decision-based Black-box Adversarial Attacks with Random Sign
Flip",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XV:276-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260645"}

@inproceedings{bb265887,
        AUTHOR = "Wang, X.S. and Zhang, Z.L. and Tong, K.H. and Gong, D.H. and He, K. and Li, Z.F. and Liu, W.",
        TITLE = "Triangle Attack: A Query-Efficient Decision-Based Adversarial Attack",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "V:156-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260646"}

@inproceedings{bb265888,
        AUTHOR = "Dong, Y.P. and Su, H. and Wu, B.Y. and Li, Z.F. and Liu, W. and Zhang, T. and Zhu, J.",
        TITLE = "Efficient Decision-Based Black-Box Adversarial Attacks on Face
Recognition",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7706-7714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260647"}

@inproceedings{bb265889,
        AUTHOR = "Shao, R. and Lan, X.Y. and Li, J.W. and Yuen, P.C.",
        TITLE = "Multi-Adversarial Discriminative Deep Domain Generalization for Face
Presentation Attack Detection",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10015-10023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260648"}

@inproceedings{bb265890,
        AUTHOR = "Jia, S. and Hu, C.B. and Guo, G.D. and Xu, Z.Q.",
        TITLE = "A Database for Face Presentation Attack Using Wax Figure Faces",
        BOOKTITLE = NTIAP19,
        YEAR = "2019",
        PAGES = "39-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260649"}

@inproceedings{bb265891,
        AUTHOR = "Debiasi, L. and Damer, N. and Saladie, A.M. and Rathgeb, C. and Scherhag, U. and Busch, C. and Kirchbuchner, F. and Uhl, A.",
        TITLE = "On the Detection of GAN-Based Face Morphs Using Established Morph
Detectors",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "II:345-356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260650"}

@inproceedings{bb265892,
        AUTHOR = "Natsume, R. and Inoue, K. and Fukuhara, Y. and Yamamoto, S. and Morishima, S. and Kataoka, H.",
        TITLE = "Understanding Fake Faces",
        BOOKTITLE = BrainDriven18,
        YEAR = "2018",
        PAGES = "III:566-576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260651"}

@inproceedings{bb265893,
        AUTHOR = "Damer, N. and Boller, V. and Wainakh, Y. and Boutros, F. and Terhorst, P. and Braun, A. and Kuijper, A.",
        TITLE = "Detecting Face Morphing Attacks by Analyzing the Directed Distances of
Facial Landmarks Shifts",
        BOOKTITLE = GCPR18,
        YEAR = "2018",
        PAGES = "518-534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260652"}

@inproceedings{bb265894,
        AUTHOR = "Dabouei, A. and Taherkhani, F. and Soleymani, S. and Dawson, J. and Nasrabadi, N.M.",
        TITLE = "Boosting Deep Face Recognition via Disentangling Appearance and
Geometry",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "309-318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260653"}

@inproceedings{bb265895,
        AUTHOR = "Dabouei, A. and Soleymani, S. and Dawson, J. and Nasrabadi, N.M.",
        TITLE = "Fast Geometrically-Perturbed Adversarial Faces",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1979-1988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260654"}

@inproceedings{bb265896,
        AUTHOR = "Liu, J. and Kumar, A.",
        TITLE = "Detecting Presentation Attacks from 3D Face Masks Under Multispectral
Imaging",
        BOOKTITLE = DFW18,
        YEAR = "2018",
        PAGES = "47-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260655"}

@inproceedings{bb265897,
        AUTHOR = "Sharif, M. and Baue, L. and Reite, M.K.",
        TITLE = "On the Suitability of Lp-Norms for Creating and Preventing
Adversarial Examples",
        BOOKTITLE = PRIV18,
        YEAR = "2018",
        PAGES = "1686-16868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260656"}

@inproceedings{bb265898,
        AUTHOR = "Zhang, K. and Chang, Y. and Hsu, W.",
        TITLE = "Deep Disguised Faces Recognition",
        BOOKTITLE = DFW18,
        YEAR = "2018",
        PAGES = "32-324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260657"}

@inproceedings{bb265899,
        AUTHOR = "Kohli, N. and Yadav, D. and Noore, A.",
        TITLE = "Face Verification with Disguise Variations via Deep Disguise
Recognizer",
        BOOKTITLE = DFW18,
        YEAR = "2018",
        PAGES = "17-177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT260658"}

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