@inproceedings{bb254100,
        AUTHOR = "Luo, Y.C. and Zhang, Y. and Yan, J.C. and Liu, W.",
        TITLE = "Generalizing Face Forgery Detection with High-frequency Features",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "16312-16321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248946"}

@inproceedings{bb254101,
        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/people935lf1.html#TT248947"}

@inproceedings{bb254102,
        AUTHOR = "Li, J.M. and Xie, H.T. and Li, J.H. and Wang, Z.Y. and Zhang, Y.D.",
        TITLE = "Frequency-aware Discriminative Feature Learning Supervised by
Single-Center Loss for Face Forgery Detection",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6454-6463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248948"}

@inproceedings{bb254103,
        AUTHOR = "Zhou, T.F. and Wang, W.G. and Liang, Z.Y. and Shen, J.B.",
        TITLE = "Face Forensics in the Wild",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5774-5784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248949"}

@inproceedings{bb254104,
        AUTHOR = "He, Y.N. and Gan, B. and Chen, S. and Zhou, Y.C. and Yin, G.J. and Song, L.C. and Sheng, L. and Shao, J. and Liu, Z.",
        TITLE = "ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "4358-4367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248950"}

@inproceedings{bb254105,
        AUTHOR = "Liu, H.G. and Li, X.D. and Zhou, W. and Chen, Y.F. and He, Y. and Xue, H. and Zhang, W.M. and Yu, N.H.",
        TITLE = "Spatial-Phase Shallow Learning:
Rethinking Face Forgery Detection in Frequency Domain",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "772-781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248951"}

@inproceedings{bb254106,
        AUTHOR = "Wang, C.R. and Deng, W.H.",
        TITLE = "Representative Forgery Mining for Fake Face Detection",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "14918-14927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248952"}

@inproceedings{bb254107,
        AUTHOR = "Wenger, E. and Passananti, J. and Bhagoji, A.N. and Yao, Y. 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#TT248953"}

@inproceedings{bb254108,
        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#TT248954"}

@inproceedings{bb254109,
        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#TT248955"}

@inproceedings{bb254110,
        AUTHOR = "Schwarcz, S. and Chellappa, R.",
        TITLE = "Finding Facial Forgery Artifacts with Parts-Based Detectors",
        BOOKTITLE = WMF21,
        YEAR = "2021",
        PAGES = "933-942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248956"}

@inproceedings{bb254111,
        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#TT248957"}

@inproceedings{bb254112,
        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#TT248958"}

@inproceedings{bb254113,
        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/people935lf1.html#TT248959"}

@inproceedings{bb254114,
        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#TT248960"}

@inproceedings{bb254115,
        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#TT248961"}

@inproceedings{bb254116,
        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/people935lf1.html#TT248962"}

@inproceedings{bb254117,
        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/people935lf1.html#TT248963"}

@inproceedings{bb254118,
        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/people935lf1.html#TT248964"}

@inproceedings{bb254119,
        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/people935lf1.html#TT248965"}

@inproceedings{bb254120,
        AUTHOR = "Han, J. and Gevers, T.",
        TITLE = "MMD Based Discriminative Learning for Face Forgery Detection",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "V:121-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248966"}

@inproceedings{bb254121,
        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#TT248967"}

@inproceedings{bb254122,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248968"}

@inproceedings{bb254123,
        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#TT248969"}

@inproceedings{bb254124,
        AUTHOR = "Tarasiou, M. and Zafeiriou, S.P.",
        TITLE = "Extracting Deep Local Features to Detect Manipulated Images of Human
Faces",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1821-1825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248970"}

@inproceedings{bb254125,
        AUTHOR = "Huang, R. and Fang, F. and Nguyen, H.H. and Yamagishi, J. and Echizen, I.",
        TITLE = "Security of Facial Forensics Models Against Adversarial Attacks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2236-2240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248971"}

@inproceedings{bb254126,
        AUTHOR = "Weitzner, D. and Mendlovic, D. and Giryes, R.",
        TITLE = "Face Authentication From Grayscale Coded Light Field",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2611-2615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248972"}

@inproceedings{bb254127,
        AUTHOR = "Fatemifar, S. and Awais, M. and Akbari, A. and Kittler, J.V.",
        TITLE = "A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing
Detection",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1371-1375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248973"}

@inproceedings{bb254128,
        AUTHOR = "Zhang, K.Y. and Yao, T.P. and Zhang, J. and Tai, Y. and Ding, S.H. and Li, J.L. and Huang, F.Y. and Song, H.C. and Ma, L.Z.",
        TITLE = "Face Anti-spoofing via Disentangled Representation Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIX:641-657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248974"}

@inproceedings{bb254129,
        AUTHOR = "Li, L. and Bao, J. and Yang, H. and Chen, D. and Wen, F.",
        TITLE = "Advancing High Fidelity Identity Swapping for Forgery Detection",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "5073-5082",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248975"}

@inproceedings{bb254130,
        AUTHOR = "Wang, S. and Wang, O. and Zhang, R. and Owens, A. and Efros, A.A.",
        TITLE = "CNN-Generated Images Are Surprisingly Easy to Spotů for Now",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8692-8701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248976"}

@inproceedings{bb254131,
        AUTHOR = "Hulzebosch, N. and Ibrahimi, S. and Worring, M.",
        TITLE = "Detecting CNN-Generated Facial Images in Real-World Scenarios",
        BOOKTITLE = WMF20,
        YEAR = "2020",
        PAGES = "2729-2738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248977"}

@inproceedings{bb254132,
        AUTHOR = "Jiang, L. and Li, R. and Wu, W. and Qian, C. and Loy, C.C.",
        TITLE = "DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face
Forgery Detection",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2886-2895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248978"}

@inproceedings{bb254133,
        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#TT248979"}

@inproceedings{bb254134,
        AUTHOR = "Zheng, Y.L. and Bao, J.M. and Chen, D. and Zeng, M. and Wen, F.",
        TITLE = "Exploring Temporal Coherence for More General Video Face Forgery
Detection",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "15024-15034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248980"}

@inproceedings{bb254135,
        AUTHOR = "Li, L.Z. and Bao, J.M. and Zhang, T. and Yang, H. and Chen, D. and Wen, F. and Guo, B.N.",
        TITLE = "Face X-Ray for More General Face Forgery Detection",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "5000-5009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248981"}

@inproceedings{bb254136,
        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#TT248982"}

@inproceedings{bb254137,
        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#TT248983"}

@inproceedings{bb254138,
        AUTHOR = "Dang, H. and Liu, F. and Stehouwer, J. and Liu, X. and Jain, A.K.",
        TITLE = "On the Detection of Digital Face Manipulation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "5780-5789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248984"}

@inproceedings{bb254139,
        AUTHOR = "Saha, S. and Xu, W. and Kanakis, M. and Georgoulis, S. and Chen, Y. and Paudel, D.P. and Van Gool, L.J.",
        TITLE = "Domain Agnostic Feature Learning for Image and Video Based Face
Anti-spoofing",
        BOOKTITLE = Biometrics20,
        YEAR = "2020",
        PAGES = "3490-3499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248985"}

@inproceedings{bb254140,
        AUTHOR = "Yang, Q. and Zhu, X. and Fwu, J. and Ye, Y. and You, G. and Zhu, Y.",
        TITLE = "PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal
Face Anti-Spoofing",
        BOOKTITLE = WMF20,
        YEAR = "2020",
        PAGES = "2739-2747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248986"}

@inproceedings{bb254141,
        AUTHOR = "Jia, Y. and Zhang, J. and Shan, S. and Chen, X.",
        TITLE = "Single-Side Domain Generalization for Face Anti-Spoofing",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8481-8490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248987"}

@inproceedings{bb254142,
        AUTHOR = "Stehouwer, J. and Jourabloo, A. and Liu, Y. and Liu, X.",
        TITLE = "Noise Modeling, Synthesis and Classification for Generic Object
Anti-Spoofing",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "7292-7301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248988"}

@inproceedings{bb254143,
        AUTHOR = "Wang, Z. and Yu, Z. and Zhao, C. and Zhu, X. and Qin, Y. and Zhou, Q. and Zhou, F. and Lei, Z.",
        TITLE = "Deep Spatial Gradient and Temporal Depth Learning for Face
Anti-Spoofing",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "5041-5050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT248989"}

@inproceedings{bb254144,
        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/people935lf1.html#TT248990"}

@inproceedings{bb254145,
        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/people935lf1.html#TT248991"}

@inproceedings{bb254146,
        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. 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/people935lf1.html#TT248992"}

@inproceedings{bb254147,
        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#TT248993"}

@inproceedings{bb254148,
        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#TT248994"}

@inproceedings{bb254149,
        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#TT248995"}

@inproceedings{bb254150,
        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#TT248996"}

@inproceedings{bb254151,
        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#TT248997"}

@inproceedings{bb254152,
        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#TT248998"}

@inproceedings{bb254153,
        AUTHOR = "Deng, J.K. and Zafeiriou, S.P.",
        TITLE = "ArcFace for Disguised Face Recognition",
        BOOKTITLE = DFW19,
        YEAR = "2019",
        PAGES = "485-493",
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@inproceedings{bb254154,
        AUTHOR = "Kim, T. and Kim, Y. and Kim, I. and Kim, D.",
        TITLE = "BASN: Enriching Feature Representation Using Bipartite Auxiliary
Supervisions for Face Anti-Spoofing",
        BOOKTITLE = DFW19,
        YEAR = "2019",
        PAGES = "494-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT249000"}

@inproceedings{bb254155,
        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#TT249001"}

@inproceedings{bb254156,
        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#TT249002"}

@inproceedings{bb254157,
        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",
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@inproceedings{bb254158,
        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",
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        TITLE = "Face Anti-Spoofing: Model Matters, so Does Data",
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@inproceedings{bb254160,
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@inproceedings{bb254161,
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Landmarks and Visual Features",
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@inproceedings{bb254162,
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        TITLE = "Impression Estimation for Deformed Portraits With a Landmark-Based
Ranking Network",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
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@inproceedings{bb254163,
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        TITLE = "A Database for Face Presentation Attack Using Wax Figure Faces",
        BOOKTITLE = NTIAP19,
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@inproceedings{bb254164,
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        TITLE = "On the Detection of GAN-Based Face Morphs Using Established Morph
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        BOOKTITLE = CIAP19,
        YEAR = "2019",
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@inproceedings{bb254165,
        AUTHOR = "Natsume, R. and Inoue, K. and Fukuhara, Y. and Yamamoto, S. and Morishima, S. and Kataoka, H.",
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        BOOKTITLE = BrainDriven18,
        YEAR = "2018",
        PAGES = "III:566-576",
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@inproceedings{bb254166,
        AUTHOR = "Damer, N. and Boller, V. and Wainakh, Y. and Boutros, F. and Terhorst, P. and Braun, A. and Kuijper, A.",
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Facial Landmarks Shifts",
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        YEAR = "2018",
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@inproceedings{bb254167,
        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",
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@inproceedings{bb254168,
        AUTHOR = "Dabouei, A. and Soleymani, S. and Dawson, J. and Nasrabadi, N.M.",
        TITLE = "Fast Geometrically-Perturbed Adversarial Faces",
        BOOKTITLE = WACV19,
        YEAR = "2019",
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@inproceedings{bb254169,
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        TITLE = "Detecting Presentation Attacks from 3D Face Masks Under Multispectral
Imaging",
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        YEAR = "2018",
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@inproceedings{bb254170,
        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",
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@inproceedings{bb254171,
        AUTHOR = "Zhang, K. and Chang, Y. and Hsu, W.",
        TITLE = "Deep Disguised Faces Recognition",
        BOOKTITLE = DFW18,
        YEAR = "2018",
        PAGES = "32-324",
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@inproceedings{bb254172,
        AUTHOR = "Kohli, N. and Yadav, D. and Noore, A.",
        TITLE = "Face Verification with Disguise Variations via Deep Disguise
Recognizer",
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        YEAR = "2018",
        PAGES = "17-177",
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@inproceedings{bb254173,
        AUTHOR = "Gupta, I. and Bhalla, I. and Singh, R. and Vatsa, M.",
        TITLE = "Scattering Transform for Matching Surgically Altered Face Images",
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@inproceedings{bb254174,
        AUTHOR = "Ming, Z. and Chazalon, J. and Muzzamil Luqman, M. and Visani, M. and Burie, J.",
        TITLE = "FaceLiveNet: End-to-End Networks Combining Face Verification with
Interactive Facial Expression-Based Liveness Detection",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3507-3512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT249020"}

@inproceedings{bb254175,
        AUTHOR = "Sun, X. and Huang, L. and Liu, C.",
        TITLE = "Multimodal Face Spoofing Detection via RGB-D Images",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2221-2226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT249021"}

@inproceedings{bb254176,
        AUTHOR = "Luo, S. and Kan, M. and Wu, S.Z. and Chen, X.L. and Shan, S.G.",
        TITLE = "Face Anti-Spoofing with Multi-Scale Information",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3402-3407",
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@inproceedings{bb254177,
        AUTHOR = "Guo, X. and Liu, Y.J. and Jain, A. and Liu, X.M.",
        TITLE = "Multi-domain Learning for Updating Face Anti-spoofing Models",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
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@inproceedings{bb254178,
        AUTHOR = "Liu, Y.J. and Jourabloo, A. and Liu, X.M.",
        TITLE = "Learning Deep Models for Face Anti-Spoofing:
Binary or Auxiliary Supervision",
        BOOKTITLE = CVPR18,
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@inproceedings{bb254179,
        AUTHOR = "Jourabloo, A. and Liu, Y. and Liu, X.M.",
        TITLE = "Face De-spoofing: Anti-spoofing via Noise Modeling",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
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@inproceedings{bb254180,
        AUTHOR = "Liu, S.Q. and Lan, X.Y. and Yuen, P.C.",
        TITLE = "Remote Photoplethysmography Correspondence Feature for 3D Mask Face
Presentation Attack Detection",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XVI: 577-594",
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@inproceedings{bb254181,
        AUTHOR = "Lavrentyeva, G. and Kudashev, O. and Melnikov, A. and de Marsico, M. and Matveev, Y.",
        TITLE = "Interactive Photo Liveness for Presentation Attacks Detection",
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@inproceedings{bb254182,
        AUTHOR = "Paiz Reyes, E. and Nunes de Lima, N. and Ablanedo, J. and Fairchild, E. and Griffith, T. and Rodeheffer, C.",
        TITLE = "Is This Person Real? Avatar Stylization and Its Influence on Human
Perception in a Counseling Training Environment",
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        YEAR = "2018",
        PAGES = "I: 279-289",
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@inproceedings{bb254183,
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@inproceedings{bb254184,
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        TITLE = "Face spoofing detection by fusing binocular depth and spatial pyramid
coding micro-texture features",
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        YEAR = "2017",
        PAGES = "96-100",
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@inproceedings{bb254185,
        AUTHOR = "Souza, G.B. and Santos, D.F.S. and Pires, R.G. and Marana, A.N. and Papa, J.P.",
        TITLE = "Efficient Transfer Learning for Robust Face Spoofing Detection",
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@inproceedings{bb254186,
        AUTHOR = "Ali, A. and Alsufyani, N. and Hoque, S. and Deravi, F.",
        TITLE = "Biometric Counter-Spoofing for Mobile Devices Using Gaze Information",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "11-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT249032"}

@inproceedings{bb254187,
        AUTHOR = "Agarwal, A. and Yadav, D. and Kohli, N. and Singh, R. and Vatsa, M. and Noore, A.",
        TITLE = "Face Presentation Attack with Latex Masks in Multispectral Videos",
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@inproceedings{bb254188,
        AUTHOR = "Zhou, P. and Han, X.T. and Morariu, V.I. and Davis, L.S.",
        TITLE = "Two-Stream Neural Networks for Tampered Face Detection",
        BOOKTITLE = MedForen17,
        YEAR = "2017",
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@inproceedings{bb254189,
        AUTHOR = "Raghavendra, R. and Raja, K.B. and Venkatesh, S. and Busch, C.",
        TITLE = "Transferable Deep-CNN Features for Detecting Digital and
Print-Scanned Morphed Face Images",
        BOOKTITLE = MedForen17,
        YEAR = "2017",
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@inproceedings{bb254190,
        AUTHOR = "Peng, B. and Wang, W. and Dong, J. and Tan, T.",
        TITLE = "Position Determines Perspective:
Investigating Perspective Distortion for Image Forensics of Faces",
        BOOKTITLE = MedForen17,
        YEAR = "2017",
        PAGES = "1813-1821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT249036"}

@inproceedings{bb254191,
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        BOOKTITLE = IWDW17,
        YEAR = "2017",
        PAGES = "107-120",
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@inproceedings{bb254192,
        AUTHOR = "Wandzik, L. and Garcia, R.V. and Kaeding, G. and Chen, X.",
        TITLE = "CNNs Under Attack: On the Vulnerability of Deep Neural Networks Based
Face Recognition to Image Morphing",
        BOOKTITLE = IWDW17,
        YEAR = "2017",
        PAGES = "121-135",
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@inproceedings{bb254193,
        AUTHOR = "Neubert, T.",
        TITLE = "Face Morphing Detection: An Approach Based on Image Degradation
Analysis",
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        YEAR = "2017",
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@inproceedings{bb254194,
        AUTHOR = "Asim, M. and Ming, Z. and Javed, M.Y.",
        TITLE = "CNN based spatio-temporal feature extraction for face anti-spoofing",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
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@inproceedings{bb254195,
        AUTHOR = "Nowara, E.M. and Sabharwal, A. and Veeraraghavan, A.",
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Photopletysmograms",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "56-62",
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@inproceedings{bb254196,
        AUTHOR = "Tang, Y. and Chen, L.",
        TITLE = "3D Facial Geometric Attributes Based Anti-Spoofing Approach against
Mask Attacks",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "589-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT249042"}

@inproceedings{bb254197,
        AUTHOR = "Lucena, O. and Junior, A. and Moia, V. and Souza, R. and Valle, E. and Lotufo, R.",
        TITLE = "Transfer Learning Using Convolutional Neural Networks for Face
Anti-spoofing",
        BOOKTITLE = ICIAR17,
        YEAR = "2017",
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@inproceedings{bb254198,
        AUTHOR = "Zhang, X. and Hu, X. and Ma, M. and Chen, C. and Peng, S.",
        TITLE = "Face spoofing detection based on 3D lighting environment analysis of
image pair",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2995-3000",
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@inproceedings{bb254199,
        AUTHOR = "Li, X.B. and Komulainen, J. and Zhao, G. and Yuen, P.C. and Pietikainen, M.",
        TITLE = "Generalized face anti-spoofing by detecting pulse from face videos",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "4244-4249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT249045"}

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