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        TITLE = "CSDG-FAS: Closed-Space Domain Generalization for Face Anti-spoofing",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4866-4879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294481"}

@article{bb299901,
        AUTHOR = "Liu, A.",
        TITLE = "CA-MoEiT: Generalizable Face Anti-spoofing via Dual Cross-Attention and
Semi-fixed Mixture-of-Expert",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5439-5452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294482"}

@article{bb299902,
        AUTHOR = "Zhang, D. and Du, Z.K. and Li, J.J. and Zhu, L. and Shen, H.T.",
        TITLE = "Domain-Adaptive Energy-Based Models for Generalizable Face
Anti-Spoofing",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "10474-10488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294483"}

@inproceedings{bb299903,
        AUTHOR = "Ge, X. and Liu, X. and Yu, Z.T. and Shi, J.G. and Qi, C. and Li, J. and Kalviainen, H.",
        TITLE = "Difffas: Face Anti-spoofing via Generative Diffusion Models",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIV: 144-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294484"}

@article{bb299904,
        AUTHOR = "Kong, Z. and Zhang, W.T. and Wang, T. and Zhang, K. and Li, Y.X. and Tang, X.Y. and Luo, W.H.",
        TITLE = "Dual Teacher Knowledge Distillation With Domain Alignment for Face
Anti-Spoofing",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "13177-13189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294485"}

@article{bb299905,
        AUTHOR = "Muhammad, U. and Laaksonen, J. and Beddiar, D.R. and Oussalah, M.",
        TITLE = "Domain Generalization via Ensemble Stacking for Face Presentation
Attack Detection",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5759-5782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294486"}

@article{bb299906,
        AUTHOR = "Pooshideh, M. and Beheshti, A. and Qi, Y.K. and Farhood, H. and Simpson, M. and Gatland, N. and Soltany, M.",
        TITLE = "Presentation Attack Detection: A Systematic Literature Review",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294487"}

@article{bb299907,
        AUTHOR = "Ren, M. and Wang, Y.L. and Zhu, Y.H. and Huang, Y.Z. and Sun, Z.A. and Li, Q. and Tan, T.N.",
        TITLE = "Artificial Immune System of Secure Face Recognition Against Adversarial
Attacks",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5718-5740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294488"}

@article{bb299908,
        AUTHOR = "Ma, Y.M. and Dong, Y.W. and Qian, J.J. and Yang, J.",
        TITLE = "Cascading enhancement representation for face anti-spoofing",
        JOURNAL = PRL,
        VOLUME = "188",
        YEAR = "2025",
        PAGES = "53-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294489"}

@article{bb299909,
        AUTHOR = "Mao, S. and Chen, R.L. and Li, H.B.",
        TITLE = "Weighted Joint Distribution Optimal Transport Based Domain Adaptation
for Cross-Scenario Face Anti-Spoofing",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "590-610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294490"}

@article{bb299910,
        AUTHOR = "Gonzalez, S. and Tapia, J.E.",
        TITLE = "Forged presentation attack detection for ID cards on remote
verification systems",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294491"}

@article{bb299911,
        AUTHOR = "Cai, R.Z. and Soh, C. and Yu, Z.T. and Li, H.L. and Yang, W.H. and Kot, A.C.",
        TITLE = "Towards Data-Centric Face Anti-spoofing: Improving Cross-Domain
Generalization via Physics-Based Data Synthesis",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1689-1710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294492"}

@article{bb299912,
        AUTHOR = "Xiao, Y. and Das, R.K.",
        TITLE = "XLSR-Mamba: A Dual-Column Bidirectional State Space Model for
Spoofing Attack Detection",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1276-1280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294493"}

@article{bb299913,
        AUTHOR = "Zhang, Y.H. and Wu, Y.C. and Yin, Z.F. and Shao, J. and Liu, Z.W.",
        TITLE = "Robust face anti-spoofing with Dual Probabilistic Modeling",
        JOURNAL = PR,
        VOLUME = "167",
        YEAR = "2025",
        PAGES = "111700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294494"}

@article{bb299914,
        AUTHOR = "Lin, X. and Liu, A. and Yu, Z.T. and Cai, R. and Wang, S. and Yu, Y. and Wan, J. and Lei, Z. and Cao, X.C. and Kot, A.",
        TITLE = "Reliable and Balanced Transfer Learning for Generalized Multimodal
Face Anti-Spoofing",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7608-7625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294495"}

@inproceedings{bb299915,
        AUTHOR = "Lin, X. and Wang, S. and Cai, R. and Liu, Y.Z. and Fu, Y. and Tang, W.Z. and Yu, Z.T. and Kot, A.",
        TITLE = "Suppress and Rebalance: Towards Generalized Multi-Modal Face
Anti-Spoofing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "211-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294496"}

@inproceedings{bb299916,
        AUTHOR = "Yu, Z.T. and Qin, Y.X. and Li, X.B. and Wang, Z.Z. and Zhao, C.X. and Lei, Z. and Zhao, G.Y.",
        TITLE = "Multi-Modal Face Anti-Spoofing Based on Central Difference Networks",
        BOOKTITLE = WMF20,
        YEAR = "2020",
        PAGES = "2766-2774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294497"}

@inproceedings{bb299917,
        AUTHOR = "Zhang, S.F. and Wang, X.B. and Liu, A. and Zhao, C.X. and Wan, J. and Escalera, S. and Shi, H.L. and Wang, Z.Z. and Li, S.Z.",
        TITLE = "A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "919-928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294498"}

@inproceedings{bb299918,
        AUTHOR = "Yu, Z.T. and Zhao, C.X. and Wang, Z.Z. and Qin, Y.X. and Su, Z. and Li, X.B. and Zhou, F. and Zhao, G.Y.",
        TITLE = "Searching Central Difference Convolutional Networks for Face
Anti-Spoofing",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "5294-5304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294499"}

@article{bb299919,
        AUTHOR = "Singh, R.P. and Dash, R. and Mohapatra, R.K.",
        TITLE = "Unveiling explainability in face anti-spoofing: Hybrid feature
extraction with XAI-guided feature aggregation",
        JOURNAL = PR,
        VOLUME = "169",
        YEAR = "2026",
        PAGES = "111905",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294500"}

@article{bb299920,
        AUTHOR = "Sun, R. and Wang, F. and Yu, X.L. and Gao, X.J. and Zhang, X.D.",
        TITLE = "Robust multimodal face anti-spoofing via frequency-domain feature
refinement and aggregation",
        JOURNAL = PRL,
        VOLUME = "197",
        YEAR = "2025",
        PAGES = "31-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294501"}

@article{bb299921,
        AUTHOR = "Leyva, R. and Gregory, E. and Maple, C.",
        TITLE = "Attack Vectors for Face Recognition Systems: A Comprehensive Review",
        JOURNAL = Surveys,
        VOLUME = "58",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "September",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294502"}

@article{bb299922,
        AUTHOR = "Cai, R. and Cui, Y.W. and Yu, Z.T. and Lin, X. and Chen, C.S. and Kot, A.",
        TITLE = "Rehearsal-Free and Efficient Continual Learning for Cross-Domain Face
Anti-Spoofing",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11348-11365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294503"}

@article{bb299923,
        AUTHOR = "Guo, J.B. and Liu, A. and Diao, Y.F. and Zhang, J. and Ma, H. and Zhao, B. and Hong, R.C. and Wang, M.",
        TITLE = "Domain Generalization for Face Anti-Spoofing via Content-Aware
Composite Prompt Engineering",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "102-113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294504"}

@inproceedings{bb299924,
        AUTHOR = "Ivanovska, M. and Todorov, L. and Damer, N. and Jain, D.K. and Peer, P. and Struc, V.",
        TITLE = "SelfMAD: Enhancing Generalization and Robustness in Morphing Attack
Detection via Self-Supervised Learning",
        BOOKTITLE = FG25,
        YEAR = "2025",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294505"}

@inproceedings{bb299925,
        AUTHOR = "Shekhawat, R. and Li, H.L. and Ramachandra, R. and Venkatesh, S.",
        TITLE = "Towards Zero-Shot Differential Morphing Attack Detection with
Multimodal Large Language Models",
        BOOKTITLE = FG25,
        YEAR = "2025",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294506"}

@inproceedings{bb299926,
        AUTHOR = "Piland, J. and Sweet, C. and Czajka, A.",
        TITLE = "Multi-Level Statistical Model Guidance Improves Generalization for
Biometric Synthetic Face Detection",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2031-2036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294507"}

@inproceedings{bb299927,
        AUTHOR = "Guo, J. and Du, Z.P. and Deng, J.K.",
        TITLE = "Unifying and Conquering Adversarial Attacks against Deep Face
Recognition",
        BOOKTITLE = FG25,
        YEAR = "2025",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294508"}

@inproceedings{bb299928,
        AUTHOR = "Liu, C. and Zhang, Y.T. and Yin, Y. and Fu, Y.",
        TITLE = "Towards Open-set Face Anti-spoofing with Unseen Attack Synthesis",
        BOOKTITLE = FG25,
        YEAR = "2025",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294509"}

@inproceedings{bb299929,
        AUTHOR = "Feng, M. and Ito, K. and Aoki, T. and Ohki, T. and Nishigaki, M.",
        TITLE = "Leveraging Intermediate Features of Vision Transformer for Face
Anti-Spoofing",
        BOOKTITLE = WiCV25,
        YEAR = "2025",
        PAGES = "3464-3472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294510"}

@inproceedings{bb299930,
        AUTHOR = "Zhou, F.F. and Yin, B.J. and Ling, H. and Zhou, Q.Y. and Wang, W.X.",
        TITLE = "Improving the Transferability of Adversarial Attacks on Face
Recognition with Diverse Parameters Augmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "3516-3527",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294511"}

@inproceedings{bb299931,
        AUTHOR = "Wang, G. and Lin, F. and Wu, T. and Liu, Z.G. and Ba, Z.J. and Ren, K.",
        TITLE = "FSFM: A Generalizable Face Security Foundation Model via
Self-Supervised Facial Representation Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "24364-24376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294512"}

@inproceedings{bb299932,
        AUTHOR = "Li, Z. and Zhao, T.C. and Xu, X. and Zhang, Z. and Li, Z.H. and Chen, X. and Zhang, Q. and Bergamo, A. and Jain, A.K. and Xing, Y.F.",
        TITLE = "Optimal Transport-Guided Source-Free Adaptation for Face
Anti-Spoofing",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "24351-24363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294513"}

@inproceedings{bb299933,
        AUTHOR = "Cao, J. and Ma, C.",
        TITLE = "Towards Generalized Face Anti-Spoofing from a Frequency Shortcut View",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1005-1015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294514"}

@inproceedings{bb299934,
        AUTHOR = "Lee, G. and Jeong, Y. and Jang, H. and Yoo, Y.J.",
        TITLE = "Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch
Selection for Robust Detection Across Domains",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "8937-8946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294515"}

@inproceedings{bb299935,
        AUTHOR = "Ko, N. and Jeong, Y. and Ye, J.C.",
        TITLE = "Text-to-Image Synthesis for Domain Generalization in Face
Anti-Spoofing",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1850-1860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294516"}

@inproceedings{bb299936,
        AUTHOR = "Zheng, G.H. and Liu, Y.C. and Dai, W.R. and Li, C.L. and Zou, J. and Xiong, H.K.",
        TITLE = "Towards Unified Representation of Invariant-specific Features in
Missing Modality Face Anti-spoofing",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXII: 93-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294517"}

@inproceedings{bb299937,
        AUTHOR = "Wang, X.D. and Zhang, K.Y. and Yao, T.P. and Zhou, Q.Y. and Ding, S.H. and Dai, P.Y. and Ji, R.R.",
        TITLE = "TF-FAS: Twofold-element Fine-grained Semantic Guidance for
Generalizable Face Anti-spoofing",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "VII: 148-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294518"}

@inproceedings{bb299938,
        AUTHOR = "Panzino, A. and Cava, S.M.L. and Orru, G. and Marcialis, G.L.",
        TITLE = "Evaluating the Integration of Morph Attack Detection in Automated
Face Recognition Systems",
        BOOKTITLE = DFAD24,
        YEAR = "2024",
        PAGES = "3827-3836",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294519"}

@inproceedings{bb299939,
        AUTHOR = "Zhang, H.Y. and Ramachandra, R. and Raja, K. and Busch, C.",
        TITLE = "Generalized Single-Image-Based Morphing Attack Detection Using Deep
Representations from Vision Transformer",
        BOOKTITLE = Biometrics24,
        YEAR = "2024",
        PAGES = "1510-1518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294520"}

@inproceedings{bb299940,
        AUTHOR = "Kim, H. and Lee, J. and Jeong, Y. and Jang, H. and Yoo, Y.",
        TITLE = "Advancing Cross-Domain Generalizability in Face Anti-Spoofing:
Insights, Design, and Metrics",
        BOOKTITLE = FAS24,
        YEAR = "2024",
        PAGES = "970-979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294521"}

@inproceedings{bb299941,
        AUTHOR = "Yu, J. and Lu, D. and Shi, X.Y. and Qu, C. and Guo, F.J.",
        TITLE = "Unified Face Attack Detection with Micro Disturbance and a Two-Stage
Training Strategy",
        BOOKTITLE = FAS24,
        YEAR = "2024",
        PAGES = "960-969",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294522"}

@inproceedings{bb299942,
        AUTHOR = "Yuan, H.C. and Liu, A. and Zheng, J. and Wan, J. and Deng, J.K. and Escalera, S. and Escalante, H.J. and Guyon, I. and Lei, Z.",
        TITLE = "Unified Physical-Digital Attack Detection Challenge",
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        YEAR = "2024",
        PAGES = "919-929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294523"}

@inproceedings{bb299943,
        AUTHOR = "Huang, P.K. and Chiang, C.H. and Chen, T.H. and Chong, J.X. and Liu, T.L. and Hsu, C.T.",
        TITLE = "One-Class Face Anti-Spoofing via Spoof Cue Map-Guided Feature
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        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "277-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294524"}

@inproceedings{bb299944,
        AUTHOR = "Liu, A. and Xue, S. and Gan, J.W. and Wan, J. and Liang, Y.Y. and Deng, J.K. and Escalera, S. and Lei, Z.",
        TITLE = "CFPL-FAS: Class Free Prompt Learning for Generalizable Face
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        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "222-232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294525"}

@inproceedings{bb299945,
        AUTHOR = "Le, B.M. and Woo, S.S.",
        TITLE = "Gradient Alignment for Cross-Domain Face Anti-Spoofing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "188-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294526"}

@inproceedings{bb299946,
        AUTHOR = "Song, C. and Hong, Y. and Lan, J. and Zhu, H. and Wang, W.Q. and Zhang, J.",
        TITLE = "Supervised Contrastive Learning for Snapshot Spectral Imaging Face
Anti-Spoofing",
        BOOKTITLE = FAS24,
        YEAR = "2024",
        PAGES = "980-985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294527"}

@inproceedings{bb299947,
        AUTHOR = "Huang, M.Z. and Nie, C.W. and Zhong, W.H.",
        TITLE = "A visualization method for data domain changes in CNN networks and
the optimization method for selecting thresholds in classification
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        BOOKTITLE = FAS24,
        YEAR = "2024",
        PAGES = "986-994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294528"}

@inproceedings{bb299948,
        AUTHOR = "He, X.H. and Liang, D. and Yang, S. and Hao, Z.L. and Ma, H. and Mao, B. and Li, X. and Wang, Y. and Yan, P.F. and Liu, A.",
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        YEAR = "2024",
        PAGES = "995-1004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294529"}

@inproceedings{bb299949,
        AUTHOR = "Li, H. and Xu, Y.W. and Zou, Z.F. and He, Z.X.",
        TITLE = "Snapshot Spectral Imaging for Face Anti-Spoofing: Addressing Data
Challenges with Advanced Processing and Training",
        BOOKTITLE = FAS24,
        YEAR = "2024",
        PAGES = "1005-1012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294530"}

@inproceedings{bb299950,
        AUTHOR = "Nathan, S. and Beham, M.P. and Nagaraj, A. and Roomi, S.M.M.",
        TITLE = "Multiattention-Net: A Novel Approach to Face Anti-Spoofing with
Modified Squeezed Residual Blocks",
        BOOKTITLE = FAS24,
        YEAR = "2024",
        PAGES = "1013-1020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294531"}

@inproceedings{bb299951,
        AUTHOR = "Liang, Y.C. and Qiu, M.X. and Lai, S.H.",
        TITLE = "FIQA-FAS: Face Image Quality Assessment Based Face Anti-Spoofing",
        BOOKTITLE = Biometrics24,
        YEAR = "2024",
        PAGES = "1462-1470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294532"}

@inproceedings{bb299952,
        AUTHOR = "Hu, C.Y. and Zhang, K.Y. and Yao, T.P. and Ding, S.H. and Ma, L.Z.",
        TITLE = "Rethinking Generalizable Face Anti-Spoofing via Hierarchical
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        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "1032-1041",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294533"}

@inproceedings{bb299953,
        AUTHOR = "Narayan, K. and Patel, V.M.",
        TITLE = "Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing",
        BOOKTITLE = FG24,
        YEAR = "2024",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294534"}

@inproceedings{bb299954,
        AUTHOR = "Liu, Y. and Li, Z. and Li, S.Y. and Wang, Z. and Wu, L.F.",
        TITLE = "Face Anti-Spoofing via Interaction Learning with Face Image Quality
Alignment",
        BOOKTITLE = FG24,
        YEAR = "2024",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294535"}

@inproceedings{bb299955,
        AUTHOR = "Fang, M.L. and Damer, N.",
        TITLE = "Face Presentation Attack Detection by Excavating Causal Clues and
Adapting Embedding Statistics",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "6257-6267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294536"}

@inproceedings{bb299956,
        AUTHOR = "Kittur, P. and Pasha, A. and Joshi, S. and Kulkarni, V.",
        TITLE = "A Review on Anti-Spoofing: Face Manipulation and Liveness Detection",
        BOOKTITLE = ICCVMI23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294537"}

@inproceedings{bb299957,
        AUTHOR = "Liu, Y.C. and Chen, Y. and Gou, M.R. and Huang, C.T. and Wang, Y.M. and Dai, W.R. and Xiong, H.K.",
        TITLE = "Towards Unsupervised Domain Generalization for Face Anti-Spoofing",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "20597-20607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294538"}

@inproceedings{bb299958,
        AUTHOR = "Srivatsan, K. and Naseer, M. and Nandakumar, K.",
        TITLE = "FLIP: Cross-domain Face Anti-spoofing with Language Guidance",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19628-19639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294539"}

@inproceedings{bb299959,
        AUTHOR = "Cai, R. and Cui, Y.W. and Li, Z. and Yu, Z.T. and Li, H.L. and Hu, Y.J. and Kot, A.",
        TITLE = "Rehearsal-Free Domain Continual Face Anti-Spoofing:
Generalize More and Forget Less",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "8003-8014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294540"}

@inproceedings{bb299960,
        AUTHOR = "Huang, P.K. and Chiang, C.H. and Chong, J.X. and Chen, T.H. and Ni, H.Y. and Hsu, C.T.",
        TITLE = "LDCformer: Incorporating Learnable Descriptive Convolution to Vision
Transformer for Face Anti-Spoofing",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "121-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294541"}

@inproceedings{bb299961,
        AUTHOR = "Hong, Z.W. and Lin, Y.C. and Liu, H.T. and Yeh, Y.R. and Chen, C.S.",
        TITLE = "Domain-Generalized Face Anti-Spoofing with Unknown Attacks",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "820-824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294542"}

@inproceedings{bb299962,
        AUTHOR = "Lee, Y. and Kwak, Y. and Shin, J.H.",
        TITLE = "Robust Face Anti-Spoofing Framework with Convolutional Vision
Transformer",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1015-1019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294543"}

@inproceedings{bb299963,
        AUTHOR = "Yu, Z.T. and Liu, A. and Zhao, C.X. and Cheng, K.H.M. and Cheng, X. and Zhao, G.Y.",
        TITLE = "Flexible-Modal Face Anti-Spoofing: A Benchmark",
        BOOKTITLE = ChaLearnFAS23,
        YEAR = "2023",
        PAGES = "6346-6351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294544"}

@inproceedings{bb299964,
        AUTHOR = "Wang, K. and Huang, M. and Zhang, G.S. and Yue, H.X. and Zhang, G. and Qiao, Y.",
        TITLE = "Dynamic Feature Queue for Surveillance Face Anti-spoofing via
Progressive Training",
        BOOKTITLE = ChaLearnFAS23,
        YEAR = "2023",
        PAGES = "6372-6379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294545"}

@inproceedings{bb299965,
        AUTHOR = "Wang, D. and Guo, J. and Shao, Q.Q. and He, H. and Chen, Z. and Xiao, C. and Liu, A. and Escalera, S. and Escalante, H.J. and Lei, Z. and Wan, J. and Deng, J.K.",
        TITLE = "Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results",
        BOOKTITLE = ChaLearnFAS23,
        YEAR = "2023",
        PAGES = "6380-6391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294546"}

@inproceedings{bb299966,
        AUTHOR = "Martinez Diaz, Y. and Mendez Vazquez, H. and Luevano, L.S. and Gonzalez Mendoza, M.",
        TITLE = "Exploring the Effectiveness of Lightweight Architectures for Face
Anti-Spoofing",
        BOOKTITLE = ChaLearnFAS23,
        YEAR = "2023",
        PAGES = "6392-6402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294547"}

@inproceedings{bb299967,
        AUTHOR = "Zeng, D.H. and Gao, L. and Fang, H. and Xiang, G.H. and Feng, Y. and Lu, Q.",
        TITLE = "Bandpass Filter Based Dual-stream Network for Face Anti-spoofing",
        BOOKTITLE = ChaLearnFAS23,
        YEAR = "2023",
        PAGES = "6403-6410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294548"}

@inproceedings{bb299968,
        AUTHOR = "Chang, C.J. and Lee, Y.C. and Yao, S.H. and Chen, M.H. and Wang, C.Y. and Lai, S.H. and Chen, T.P.C.",
        TITLE = "A Closer Look at Geometric Temporal Dynamics for Face Anti-Spoofing",
        BOOKTITLE = Biometrics23,
        YEAR = "2023",
        PAGES = "1081-1091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294549"}

@inproceedings{bb299969,
        AUTHOR = "Fang, M.L. and Huber, M. and Damer, N.",
        TITLE = "SynthASpoof: Developing Face Presentation Attack Detection Based on
Privacy-friendly Synthetic Data",
        BOOKTITLE = Biometrics23,
        YEAR = "2023",
        PAGES = "1061-1070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294550"}

@inproceedings{bb299970,
        AUTHOR = "Yang, S.L. and Wang, W. and Xu, C.Y. and He, Z.W. and Peng, B. and Dong, J.",
        TITLE = "Exposing Fine-Grained Adversarial Vulnerability of Face Anti-Spoofing
Models",
        BOOKTITLE = Biometrics23,
        YEAR = "2023",
        PAGES = "1001-1010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294551"}

@inproceedings{bb299971,
        AUTHOR = "Liu, A. and Tan, Z.C. and Liang, Y.Y. and Wan, J.",
        TITLE = "Attack-Agnostic Deep Face Anti-Spoofing",
        BOOKTITLE = ChaLearnFAS23,
        YEAR = "2023",
        PAGES = "6336-6345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294552"}

@inproceedings{bb299972,
        AUTHOR = "Sun, Y.Y. and Liu, Y.J. and Liu, X.M. and Li, Y.X. and Chu, W.S.",
        TITLE = "Rethinking Domain Generalization for Face Anti-spoofing: Separability
and Alignment",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24563-24574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294553"}

@inproceedings{bb299973,
        AUTHOR = "Zhou, Q.Y. and Zhang, K.Y. and Yao, T.P. and Lu, X.Q. and Ding, S.H. and Ma, L.Z.",
        TITLE = "Test-Time Domain Generalization for Face Anti-Spoofing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "175-187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294554"}

@inproceedings{bb299974,
        AUTHOR = "Zhou, Q.Y. and Zhang, K.Y. and Yao, T.P. and Lu, X.Q. and Yi, R. and Ding, S.H. and Ma, L.Z.",
        TITLE = "Instance-Aware Domain Generalization for Face Anti-Spoofing",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20453-20463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294555"}

@inproceedings{bb299975,
        AUTHOR = "Chuang, C.C. and Wang, C.Y. and Lai, S.H.",
        TITLE = "Generalized Face Anti-Spoofing via Multi-Task Learning and One-Side
Meta Triplet Loss",
        BOOKTITLE = FG23,
        YEAR = "2023",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294556"}

@inproceedings{bb299976,
        AUTHOR = "Panwar, A. and Singh, P. and Saha, S. and Paudel, D.P. and Van Gool, L.J.",
        TITLE = "Unsupervised Compound Domain Adaptation for Face Anti-Spoofing",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294557"}

@inproceedings{bb299977,
        AUTHOR = "Liao, C.H. and Chen, W.C. and Liu, H.T. and Yeh, Y.R. and Hu, M.C. and Chen, C.S.",
        TITLE = "Domain Invariant Vision Transformer Learning for Face Anti-spoofing",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "6087-6096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294558"}

@inproceedings{bb299978,
        AUTHOR = "Liu, A. and Wan, J. and Jiang, N. and Wang, H.B. and Liang, Y.Y.",
        TITLE = "Disentangling Facial Pose and Appearance Information for Face
Anti-spoofing",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4537-4543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294559"}

@inproceedings{bb299979,
        AUTHOR = "Zhang, S. and Gao, Z.B. and Lin, Y.H. and Lu, Y.H. and Huang, L.",
        TITLE = "Dynamic Attention based Domain Generalization for Face Anti-Spoofing",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3413-3421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294560"}

@inproceedings{bb299980,
        AUTHOR = "Sun, C.Y. and Chen, S.L. and Li, X.J. and Chen, F. and Yin, X.C.",
        TITLE = "DANet: Dynamic Attention to Spoof Patterns for Face Anti-Spoofing",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1929-1936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294561"}

@inproceedings{bb299981,
        AUTHOR = "Hasan, M. and Roy, K. and Rupty, L. and Hossain, M.S. and Sengupta, S. and Taus, S.N. and Mohammed, N.",
        TITLE = "MHASAN: Multi-Head Angular Self Attention Network for Spoof Detection",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "154-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294562"}

@inproceedings{bb299982,
        AUTHOR = "Belli, D. and Das, D. and Major, B. and Porikli, F.M.",
        TITLE = "Online Adaptive Personalization for Face Anti-Spoofing",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "351-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294563"}

@inproceedings{bb299983,
        AUTHOR = "Huang, H.P. and Sun, D.Q. and Liu, Y.J. and Chu, W.S. and Xiao, T.H. and Yuan, J.W. and Adam, H. and Yang, M.H.",
        TITLE = "Adaptive Transformers for Robust Few-shot Cross-domain Face
Anti-spoofing",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIII:37-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294564"}

@inproceedings{bb299984,
        AUTHOR = "Zhou, Q.Y. and Zhang, K.Y. and Yao, T.P. and Yi, R. and Sheng, K. and Ding, S.H. and Ma, L.Z.",
        TITLE = "Generative Domain Adaptation for Face Anti-Spoofing",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "V:335-356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294565"}

@inproceedings{bb299985,
        AUTHOR = "Wang, C.Y. and Lu, Y.D. and Yang, S.T. and Lai, S.H.",
        TITLE = "PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained
Patch Recognition",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "20249-20258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294566"}

@inproceedings{bb299986,
        AUTHOR = "Belli, D. and Das, D. and Major, B. and Porikli, F.M.",
        TITLE = "A Personalized Benchmark for Face Anti-spoofing",
        BOOKTITLE = BioAttack22,
        YEAR = "2022",
        PAGES = "338-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294567"}

@inproceedings{bb299987,
        AUTHOR = "Jeong, Y. and Kim, D. and Lee, J. and Hong, M. and Hwang, S. and Choi, J.W.",
        TITLE = "mToFNet: Object Anti-Spoofing with Mobile Time-of-Flight Data",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2997-3006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294568"}

@inproceedings{bb299988,
        AUTHOR = "Wang, Y.C. and Wang, C.Y. and Lai, S.H.",
        TITLE = "Disentangled Representation with Dual-stage Feature Learning for Face
Anti-spoofing",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1234-1243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294569"}

@inproceedings{bb299989,
        AUTHOR = "Kaichi, T. and Ozasa, Y.",
        TITLE = "A Hyperspectral Approach for Unsupervised Spoof Detection With
Intra-Sample Distribution",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "839-843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294570"}

@inproceedings{bb299990,
        AUTHOR = "Hossain, M.S. and Rupty, L. and Roy, K. and Hasan, M. and Sengupta, S. and Mohammed, N.",
        TITLE = "A-DeepPixBis: Attentional Angular Margin for Face Anti-Spoofing",
        BOOKTITLE = DICTA20,
        YEAR = "2020",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294571"}

@inproceedings{bb299991,
        AUTHOR = "Huang, S. and Cheng, W.H. and Cheng, R.",
        TITLE = "Single Patch Based 3D High-Fidelity Mask Face Anti-Spoofing",
        BOOKTITLE = ChaLearnFAS21,
        YEAR = "2021",
        PAGES = "842-845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294572"}

@inproceedings{bb299992,
        AUTHOR = "Wang, Z.M. and Xu, Y.W. and Wu, L.F. and Han, H. and Ma, Y.K. and Ma, G.Z.",
        TITLE = "Multi-Perspective Features Learning for Face Anti-Spoofing",
        BOOKTITLE = HTCV21,
        YEAR = "2021",
        PAGES = "4099-4105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294573"}

@inproceedings{bb299993,
        AUTHOR = "George, A. and Marcel, S.",
        TITLE = "Cross Modal Focal Loss for RGBD Face Anti-Spoofing",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "7878-7887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294574"}

@inproceedings{bb299994,
        AUTHOR = "Liu, Z. and Feng, Z. and Zou, Z. and Zhang, R. and Song, M.L. and Shen, J.P.",
        TITLE = "Disentangled Representation based Face Anti-Spoofing",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2017-2024",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294575"}

@inproceedings{bb299995,
        AUTHOR = "Shi, L. and Zhou, Z. and Guo, Z.H.",
        TITLE = "Face Anti-Spoofing Using Spatial Pyramid Pooling",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2126-2133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294576"}

@inproceedings{bb299996,
        AUTHOR = "Ji, Q.B. and Xu, S.G. and Chen, X.D. and Zhang, S.Q. and Cao, S.",
        TITLE = "A Cross Domain Multi-modal Dataset for Robust Face Anti-spoofing",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4309-4316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294577"}

@inproceedings{bb299997,
        AUTHOR = "Zhou, J.W. and Shu, K. and Liu, P. and Xiang, J.W. and Xiong, S.W.",
        TITLE = "Face Anti-Spoofing Based on Dynamic Color Texture Analysis Using
Local Directional Number Pattern",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4221-4228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294578"}

@inproceedings{bb299998,
        AUTHOR = "Dou, Y.Q. and Yang, H.C. and Yang, M.L. and Xu, Y.Y. and Ke, D.F.",
        TITLE = "Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for
Replay Attack Detection",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4115-4122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT294579"}

@inproceedings{bb299999,
        AUTHOR = "Chen, S. and Li, W. and Yang, H. and Huang, D. and Wang, Y.",
        TITLE = "3D Face Mask Anti-spoofing via Deep Fusion of Dynamic Texture and
Shape Clues",
        BOOKTITLE = FG20,
        YEAR = "2020",
        PAGES = "314-321",
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