Keith Price Bibliography Bibtex Entry (ANCHOR 306900 URL http://dx.doi.org/10.1016/j.imavis.2022.104428 PAGES 104428 YEAR 2022 MONTH NIL BIBSOURCE http://www.visionbib.com/bibliography/people935spf2.html#TT301471 VOLUME 121 JOURNAL IVC AUTHOR Chang, H.H. and Yeh, C.H. TITLE Face anti-spoofing detection based on multi-scale image quality assessment)


@article{bb306900,
        AUTHOR = "Chang, H.H. and Yeh, C.H.",
        TITLE = "Face anti-spoofing detection based on multi-scale image quality
assessment",
        JOURNAL = IVC,
        VOLUME = "121",
        YEAR = "2022",
        PAGES = "104428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301471"}

@inproceedings{bb306901,
        AUTHOR = "Yeh, C.H. and Chang, H.H.",
        TITLE = "Face Liveness Detection Based on Perceptual Image Quality Assessment
Features with Multi-scale Analysis",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "49-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301472"}

@inproceedings{bb306902,
        AUTHOR = "Yeh, C.H. and Chang, H.H.",
        TITLE = "Face liveness detection with feature discrimination between sharpness
and blurriness",
        BOOKTITLE = MVA17,
        YEAR = "2017",
        PAGES = "398-401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301473"}

@article{bb306903,
        AUTHOR = "Muhammad, U. and Yu, Z.T. and Komulainen, J.",
        TITLE = "Self-supervised 2D face presentation attack detection via temporal
sequence sampling",
        JOURNAL = PRL,
        VOLUME = "156",
        YEAR = "2022",
        PAGES = "15-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301474"}

@inproceedings{bb306904,
        AUTHOR = "Muhammad, U. and Oussalah, M.",
        TITLE = "Self-Supervised Face Presentation Attack Detection with Dynamic
Grayscale Snippets",
        BOOKTITLE = FG23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301475"}

@article{bb306905,
        AUTHOR = "Fatemifar, S. and Asadi, S. and Awais, M. and Akbari, A. and Kittler, J.V.",
        TITLE = "Face spoofing detection ensemble via multistage optimisation and
pruning",
        JOURNAL = PRL,
        VOLUME = "158",
        YEAR = "2022",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301476"}

@article{bb306906,
        AUTHOR = "Wu, H.T. and Zeng, D. and Hu, Y. and Shi, H.L. and Mei, T.",
        TITLE = "Dual Spoof Disentanglement Generation for Face Anti-Spoofing With
Depth Uncertainty Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4626-4638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301477"}

@article{bb306907,
        AUTHOR = "Qin, Y.X. and Yu, Z.T. and Yan, L.B. and Wang, Z.Z. and Zhao, C.X. and Lei, Z.",
        TITLE = "Meta-Teacher For Face Anti-Spoofing",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6311-6326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301478"}

@article{bb306908,
        AUTHOR = "Wu, Y.Q. and Tao, D.P. and Luo, Y. and Cheng, J. and Li, X.L.",
        TITLE = "Covered Style Mining via Generative Adversarial Networks for Face
Anti-spoofing",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301479"}

@article{bb306909,
        AUTHOR = "Kantarci, A. and Dertli, H. and Ekenel, H.K.",
        TITLE = "Deep patch-wise supervision for presentation attack detection",
        JOURNAL = IET-Bio,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "396-406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301480"}

@article{bb306910,
        AUTHOR = "Fatemifar, S. and Awais, M. and Akbari, A. and Kittler, J.V.",
        TITLE = "Developing a generic framework for anomaly detection",
        JOURNAL = PR,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "108500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301481"}

@article{bb306911,
        AUTHOR = "Huang, R. and Wang, X.",
        TITLE = "Face anti-spoofing using feature distilling and global attention
learning",
        JOURNAL = PR,
        VOLUME = "135",
        YEAR = "2023",
        PAGES = "109147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301482"}

@article{bb306912,
        AUTHOR = "Pei, M.T. and Yan, B. and Hao, H.L. and Zhao, M.",
        TITLE = "Person-Specific Face Spoofing Detection Based on a Siamese Network",
        JOURNAL = PR,
        VOLUME = "135",
        YEAR = "2023",
        PAGES = "109148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301483"}

@article{bb306913,
        AUTHOR = "Li, Z. and Li, H.L. and Luo, X. and Hu, Y.J. and Lam, K.Y. and Kot, A.C.",
        TITLE = "Asymmetric Modality Translation for Face Presentation Attack
Detection",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "62-76",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301484"}

@inproceedings{bb306914,
        AUTHOR = "Li, H. and Wang, S. and Kot, A.C.",
        TITLE = "Face spoofing detection with image quality regression",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301485"}

@article{bb306915,
        AUTHOR = "Liu, Y.J. and Liu, X.M.",
        TITLE = "Spoof Trace Disentanglement for Generic Face Anti-Spoofing",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3813-3830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301486"}

@inproceedings{bb306916,
        AUTHOR = "Liu, Y.J. and Stehouwer, J. and Liu, X.M.",
        TITLE = "On Disentangling Spoof Trace for Generic Face Anti-spoofing",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVIII:406-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301487"}

@article{bb306917,
        AUTHOR = "da Silva, V.L. and Lerida, J.L. and Sarret, M. and Valls, M. and Gine, F.",
        TITLE = "Residual spatiotemporal convolutional networks for face anti-spoofing",
        JOURNAL = JVCIR,
        VOLUME = "91",
        YEAR = "2023",
        PAGES = "103744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301488"}

@article{bb306918,
        AUTHOR = "Yu, Z.T. and Qin, Y.X. and Li, X.B. and Zhao, C.X. and Lei, Z. and Zhao, G.Y.",
        TITLE = "Deep Learning for Face Anti-Spoofing: A Survey",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5609-5631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301489"}

@article{bb306919,
        AUTHOR = "Liu, Y. and Wu, L.F. and Li, Z. and Wang, Z.",
        TITLE = "Dual-stream correlation exploration for face anti-Spoofing",
        JOURNAL = PRL,
        VOLUME = "170",
        YEAR = "2023",
        PAGES = "17-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301490"}

@article{bb306920,
        AUTHOR = "Chen, S.J. and Wu, G. and Yang, Y. and Guo, Z.H.",
        TITLE = "A simple and effective patch-Based method for frame-level face
anti-spoofing",
        JOURNAL = PRL,
        VOLUME = "171",
        YEAR = "2023",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301491"}

@article{bb306921,
        AUTHOR = "Jiang, F.L. and Li, Q. and Wang, W.N. and Ren, M. and Shen, W. and Liu, B. and Sun, Z.A.",
        TITLE = "Open-Set Single-Domain Generalization for Robust Face Anti-Spoofing",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5151-5172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301492"}

@article{bb306922,
        AUTHOR = "Jiang, F.L. and Li, Q. and Liu, P.C. and Zhou, X.D. and Sun, Z.A.",
        TITLE = "Adversarial Learning Domain-Invariant Conditional Features for Robust
Face Anti-spoofing",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1680-1703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301493"}

@article{bb306923,
        AUTHOR = "Zhu, S.W. and Xiang, S.J.",
        TITLE = "Multiscale residual gradient attention for face anti-spoofing",
        JOURNAL = JVCIR,
        VOLUME = "95",
        YEAR = "2023",
        PAGES = "103886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301494"}

@article{bb306924,
        AUTHOR = "Chen, J.W. and Yang, X. and Yin, H. and Ma, M.Z. and Chen, B. and Peng, J.T. and Guo, Y.D. and Yin, Z.X. and Su, H.",
        TITLE = "AdvFAS: A robust face anti-spoofing framework against adversarial
examples",
        JOURNAL = CVIU,
        VOLUME = "235",
        YEAR = "2023",
        PAGES = "103779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301495"}

@article{bb306925,
        AUTHOR = "Xue, H. and Ma, J. and Guo, X.Y.",
        TITLE = "A hierarchical multi-modal cross-attention model for face
anti-spoofing",
        JOURNAL = JVCIR,
        VOLUME = "97",
        YEAR = "2023",
        PAGES = "103969",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301496"}

@article{bb306926,
        AUTHOR = "Li, Z. and Cui, Y.H. and Wang, F.Q. and Liu, W.H. and Yang, Y.S. and Yu, Z. and Jiang, B. and Chen, H.",
        TITLE = "Representation constraint-based dual-channel network for face
antispoofing",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "2",
        PAGES = "289-303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301497"}

@article{bb306927,
        AUTHOR = "Liu, Y.C. and Chen, Y. and Dai, W.R. and Gou, M.R. and Huang, C.T. and Xiong, H.K.",
        TITLE = "Source-Free Domain Adaptation With Domain Generalized Pretraining for
Face Anti-Spoofing",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5430-5448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301498"}

@inproceedings{bb306928,
        AUTHOR = "Liu, Y.C. and Chen, Y. and Dai, W.R. and Gou, M.R. and Huang, C.T. and Xiong, H.K.",
        TITLE = "Source-Free Domain Adaptation with Contrastive Domain Alignment and
Self-supervised Exploration for Face Anti-spoofing",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:511-528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301499"}

@article{bb306929,
        AUTHOR = "Yu, X.Y. and Huang, X.H. and Ye, X.H. and Liu, B.B. and Hua, G.",
        TITLE = "Multimodal Proxy-Free Face Anti-Spoofing Exploiting Local Patch
Features",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1695-1699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301500"}

@article{bb306930,
        AUTHOR = "Ma, Y.M. and Qian, J.J. and Li, J. and Yang, J.",
        TITLE = "Dual feature disentanglement for face anti-spoofing",
        JOURNAL = PR,
        VOLUME = "155",
        YEAR = "2024",
        PAGES = "110656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301501"}

@article{bb306931,
        AUTHOR = "Dwivedi, R. and Kothari, P. and Chopra, D. and Singh, M. and Kumar, R.",
        TITLE = "An efficient ensemble explainable AI (XAI) approach for morphed face
detection",
        JOURNAL = PRL,
        VOLUME = "184",
        YEAR = "2024",
        PAGES = "197-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301502"}

@article{bb306932,
        AUTHOR = "Liu, X.L. and Shen, F. and Zhao, J. and Nie, C.H.",
        TITLE = "RADAP: A Robust and Adaptive Defense Against Diverse Adversarial
Patches on face recognition",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301503"}

@article{bb306933,
        AUTHOR = "Muhammad, U. and Oussalah, M. and Laaksonen, J.",
        TITLE = "Saliency-based video summarization for face anti-spoofing",
        JOURNAL = PRL,
        VOLUME = "185",
        YEAR = "2024",
        PAGES = "190-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301504"}

@article{bb306934,
        AUTHOR = "Ding, F. and Jiang, Z. and Zhou, Y. and Xu, J.F. and Zhu, G.P.",
        TITLE = "Disrupting Anti-Spoofing Systems by Images of Consistent Identity",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2485-2489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301505"}

@article{bb306935,
        AUTHOR = "Liu, Y.L. and Li, Z. and Xu, Y.W. and Guo, Z.Z. and Zou, Z.F. and Wu, L.F.",
        TITLE = "Quality-Invariant Domain Generalization for Face Anti-Spoofing",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5239-5254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301506"}

@inproceedings{bb306936,
        AUTHOR = "Liu, Y.L. and Xu, Y.W. and Zou, Z.F. and Wang, Z.M. and Zhang, B. and Wu, L.F. and Guo, Z.Z. and He, Z.X.",
        TITLE = "Adversarial Domain Generalization for Surveillance Face Anti-Spoofing",
        BOOKTITLE = ChaLearnFAS23,
        YEAR = "2023",
        PAGES = "6352-6360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301507"}

@article{bb306937,
        AUTHOR = "Liu, X. and Su, A.Y. and Wu, M.H. and Yu, Z.T. and Wu, K.L. and An, D. and Hao, J. and Xu, M.Z. and Zhao, C.X. and Lei, Z.",
        TITLE = "CG-FAS: Cross-label Generative Augmentation for Face Anti-Spoofing",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5330-5345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301508"}

@article{bb306938,
        AUTHOR = "Yu, Z.T. and Cai, R.Z. and Cui, Y.W. and Liu, X. and Kot, Y.J.H.A.C.",
        TITLE = "Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face
Anti-Spoofing",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5217-5238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301509"}

@article{bb306939,
        AUTHOR = "Wang, K.Y. and Zhang, G.S. and Yue, H.X. and Liang, Y.Y. and Huang, M.X. and Zhang, G. and Han, J.Y. and Ding, E. and Wang, J.D.",
        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#TT301510"}

@article{bb306940,
        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#TT301511"}

@article{bb306941,
        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#TT301512"}

@inproceedings{bb306942,
        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#TT301513"}

@article{bb306943,
        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#TT301514"}

@article{bb306944,
        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#TT301515"}

@article{bb306945,
        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#TT301516"}

@article{bb306946,
        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#TT301517"}

@article{bb306947,
        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#TT301518"}

@article{bb306948,
        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#TT301519"}

@article{bb306949,
        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#TT301520"}

@article{bb306950,
        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#TT301521"}

@article{bb306951,
        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#TT301522"}

@article{bb306952,
        AUTHOR = "Zhang, Y.H. and Wu, Y.C. and Yin, Z.F. and Shao, J. and Liu, Z.W.",
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        TITLE = "Multi-Modal Face Anti-Spoofing Based on Central Difference Networks",
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        TITLE = "A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing",
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        PAGES = "919-928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301527"}

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        TITLE = "Searching Central Difference Convolutional Networks for Face
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        PAGES = "5294-5304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301528"}

@article{bb306958,
        AUTHOR = "Singh, R.P. and Dash, R. and Mohapatra, R.K.",
        TITLE = "Unveiling explainability in face anti-spoofing: Hybrid feature
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@article{bb306960,
        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",
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        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
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        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
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        YEAR = "2026",
        PAGES = "102-113",
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        TITLE = "UniAttack: Unified Physical-Digital Face Attack Detection",
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        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/people935spf2.html#TT301535"}

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        AUTHOR = "Yuan, H.C. and Liu, A.J. and Zheng, J.Z. 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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301536"}

@article{bb306966,
        AUTHOR = "Zhang, J.W. and Zhang, J.F. and Yang, D. and Li, R.T. and Li, Z.Y.",
        TITLE = "Long-FAS: Cross-domain face anti-spoofing with long text guidance",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301537"}

@article{bb306967,
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        TITLE = "Enhancing learnable descriptive convolutional vision transformer for
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@inproceedings{bb306968,
        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#TT301539"}

@article{bb306969,
        AUTHOR = "Wang, J. and Liu, Y.F. and Jiang, L. and Li, S.X. and Cao, J.J. and Li, B. and Hu, W.M. and Lin, J.L.",
        TITLE = "Multi-modal face anti-spoofing via self-supervised learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301540"}

@article{bb306970,
        AUTHOR = "Jung, S.J. and Jeong, Y. and Kim, M. and Min, J. and Yoo, Y.J. and Choi, J.W.",
        TITLE = "Domain-generalizable face anti-spoofing with patch-based
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@article{bb306971,
        AUTHOR = "Ma, H.T. and Jiang, X.H. and Xu, K. and Sun, T.F.",
        TITLE = "PSO-Based Closed Box Adversarial Patch Attack Against Face
Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "8833-8844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301542"}

@article{bb306972,
        AUTHOR = "Liu, A. and Lin, X. and Zhi, R.C. and Liang, Y.Y. and Zhu, X. and Cai, Z.C. and Wan, J. and Escalera, S. and Lei, Z.",
        TITLE = "DGPDL: Domain-Guided Prompt Distribution Learning for Generalizable
Face Anti-Spoofing",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "8953-8969",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301543"}

@inproceedings{bb306973,
        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#TT301544"}

@inproceedings{bb306974,
        AUTHOR = "Ivanovska, M. and Todorov, L. and Damer, N. and Jain, D.K. and Peer, P. and Struc, V.",
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Detection via Self-Supervised Learning",
        BOOKTITLE = FG25,
        YEAR = "2025",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301545"}

@inproceedings{bb306975,
        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#TT301546"}

@inproceedings{bb306976,
        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#TT301547"}

@inproceedings{bb306977,
        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#TT301548"}

@inproceedings{bb306978,
        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#TT301549"}

@inproceedings{bb306979,
        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#TT301550"}

@inproceedings{bb306980,
        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#TT301551"}

@inproceedings{bb306981,
        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#TT301552"}

@inproceedings{bb306982,
        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.",
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Anti-Spoofing",
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        PAGES = "24351-24363",
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@inproceedings{bb306983,
        AUTHOR = "Cao, J. and Ma, C.",
        TITLE = "Towards Generalized Face Anti-Spoofing from a Frequency Shortcut View",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1005-1015",
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@inproceedings{bb306984,
        AUTHOR = "Lee, G. and Jeong, Y. and Jang, H. and Yoo, Y.J.",
        TITLE = "Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch
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        YEAR = "2025",
        PAGES = "8937-8946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301555"}

@inproceedings{bb306985,
        AUTHOR = "Ko, N. and Jeong, Y. and Ye, J.C.",
        TITLE = "Text-to-Image Synthesis for Domain Generalization in Face
Anti-Spoofing",
        BOOKTITLE = WACV25,
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        PAGES = "1850-1860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301556"}

@inproceedings{bb306986,
        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#TT301557"}

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        TITLE = "TF-FAS: Twofold-element Fine-grained Semantic Guidance for
Generalizable Face Anti-spoofing",
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        YEAR = "2024",
        PAGES = "VII: 148-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935spf2.html#TT301558"}

@inproceedings{bb306988,
        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",
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@inproceedings{bb306989,
        AUTHOR = "Zhang, H.Y. and Ramachandra, R. and Raja, K. and Busch, C.",
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Representations from Vision Transformer",
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        AUTHOR = "Kim, H. and Lee, J. and Jeong, Y. and Jang, H. and Yoo, Y.",
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@inproceedings{bb306991,
        AUTHOR = "Yu, J. and Lu, D. and Shi, X.Y. and Qu, C. and Guo, F.J.",
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@inproceedings{bb306992,
        AUTHOR = "Huang, P.K. and Chiang, C.H. and Chen, T.H. and Chong, J.X. and Liu, T.L. and Hsu, C.T.",
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@inproceedings{bb306993,
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        BOOKTITLE = CVPR24,
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@inproceedings{bb306994,
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@inproceedings{bb306995,
        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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@inproceedings{bb306996,
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@inproceedings{bb306997,
        AUTHOR = "Li, H. and Xu, Y.W. and Zou, Z.F. and He, Z.X.",
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Challenges with Advanced Processing and Training",
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@inproceedings{bb306998,
        AUTHOR = "Nathan, S. and Beham, M.P. and Nagaraj, A. and Roomi, S.M.M.",
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@inproceedings{bb306999,
        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",
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Last update:Aug 19, 2026 at 13:26:35