@article{bb219900,
        AUTHOR = "Zhao, X. and Lin, Y. and Heikkila, J.",
        TITLE = "Dynamic Texture Recognition Using Volume Local Binary Count Patterns
With an Application to 2D Face Spoofing Detection",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "552-566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214979"}

@article{bb219901,
        AUTHOR = "Edmunds, T. and Caplier, A.",
        TITLE = "Motion-based countermeasure against photo and video spoofing attacks
in face recognition",
        JOURNAL = JVCIR,
        VOLUME = "50",
        YEAR = "2018",
        PAGES = "314-332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214980"}

@article{bb219902,
        AUTHOR = "Zhang, L.B. and Peng, F. and Qin, L. and Long, M.",
        TITLE = "Face spoofing detection based on color texture Markov feature and
support vector machine recursive feature elimination",
        JOURNAL = JVCIR,
        VOLUME = "51",
        YEAR = "2018",
        PAGES = "56-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214981"}

@article{bb219903,
        AUTHOR = "Beham, M.P. and Roomi, S.M.M.",
        TITLE = "Anti-spoofing enabled face recognition based on aggregated local
weighted gradient orientation",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "531-538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214982"}

@article{bb219904,
        AUTHOR = "Nordrum, A.",
        TITLE = "Forging voices and faces",
        JOURNAL = Spectrum,
        VOLUME = "55",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "14-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214983"}

@article{bb219905,
        AUTHOR = "Li, L. and Feng, X.Y. and Xia, Z.Q. and Jiang, X.Y. and Hadid, A.",
        TITLE = "Face spoofing detection with local binary pattern network",
        JOURNAL = JVCIR,
        VOLUME = "54",
        YEAR = "2018",
        PAGES = "182-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214984"}

@inproceedings{bb219906,
        AUTHOR = "Li, L. and Feng, X.Y. and Jiang, X.Y. and Xia, Z.Q. and Hadid, A.",
        TITLE = "Face anti-spoofing via deep local binary patterns",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "101-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214985"}

@article{bb219907,
        AUTHOR = "Gomez Barrero, M. and Rathgeb, C. and Scherhag, U. and Busch, C.",
        TITLE = "Predicting the vulnerability of biometric systems to attacks based on
morphed biometric information",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "333-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214986"}

@article{bb219908,
        AUTHOR = "Hamdan, B. and Mokhtar, K.",
        TITLE = "A self-immune to 3D masks attacks face recognition system",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "1053-1060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214987"}

@article{bb219909,
        AUTHOR = "Boulkenafet, Z. and Komulainen, J. and Hadid, A.",
        TITLE = "On the generalization of color texture-based face anti-spoofing",
        JOURNAL = IVC,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214988"}

@inproceedings{bb219910,
        AUTHOR = "Boulkenafet, Z. and Komulainen, J. and Hadid, A.",
        TITLE = "Face anti-spoofing based on color texture analysis",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2636-2640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214989"}

@article{bb219911,
        AUTHOR = "Chen, Q. and Sang, L.",
        TITLE = "Face-mask recognition for fraud prevention using Gaussian mixture
model",
        JOURNAL = JVCIR,
        VOLUME = "55",
        YEAR = "2018",
        PAGES = "795-801",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214990"}

@article{bb219912,
        AUTHOR = "Song, X. and Zhao, X. and Fang, L.J. and Lin, T.",
        TITLE = "Discriminative representation combinations for accurate face spoofing
detection",
        JOURNAL = PR,
        VOLUME = "85",
        YEAR = "2019",
        PAGES = "220-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214991"}

@article{bb219913,
        AUTHOR = "Ur Rehman, Y.A. and Po, L.M. and Liu, M.Y. and Zou, Z. and Ou, W.F. and Zhao, Y.",
        TITLE = "Face liveness detection using convolutional-features fusion of real
and deep network generated face images",
        JOURNAL = JVCIR,
        VOLUME = "59",
        YEAR = "2019",
        PAGES = "574-582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214992"}

@article{bb219914,
        AUTHOR = "Chen, L.Y. and Zhao, G.H. and Zhou, J.W. and Ho, A.T.S. and Cheng, L.M.",
        TITLE = "Face template protection using deep LDPC codes learning",
        JOURNAL = IET-Bio,
        VOLUME = "8",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "190-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214993"}

@article{bb219915,
        AUTHOR = "Goswami, G. and Agarwal, A. and Ratha, N. and Vatsa, M.",
        TITLE = "Detecting and Mitigating Adversarial Perturbations for Robust Face
Recognition",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "6-7",
        MONTH = "June",
        PAGES = "719-742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214994"}

@article{bb219916,
        AUTHOR = "Camina, J.B. and Medina Perez, M.A. and Monroy, R. and Loyola Gonzalez, O. and Villanueva, L.A.P. and Gonzalez Gurrola, L.C.",
        TITLE = "Bagging-RandomMiner:
A one-class classifier for file access-based masquerade detection",
        JOURNAL = MVA,
        VOLUME = "30",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "959-974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214995"}

@article{bb219917,
        AUTHOR = "Yu, C.Y. and Yao, C.T. and Pei, M.T. and Jia, Y.D.",
        TITLE = "Diffusion-based kernel matrix model for face liveness detection",
        JOURNAL = IVC,
        VOLUME = "89",
        YEAR = "2019",
        PAGES = "88-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214996"}

@article{bb219918,
        AUTHOR = "Khammari, M.",
        TITLE = "Robust face anti-spoofing using CNN with LBP and WLD",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "September",
        PAGES = "1880-1884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214997"}

@article{bb219919,
        AUTHOR = "Sajjad, M. and Khan, S. and Hussain, T. and Muhammad, K. and Sangaiah, A.K. and Castiglione, A. and Esposito, C. and Baik, S.W.",
        TITLE = "CNN-based anti-spoofing two-tier multi-factor authentication system",
        JOURNAL = PRL,
        VOLUME = "126",
        YEAR = "2019",
        PAGES = "123-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214998"}

@article{bb219920,
        AUTHOR = "Jia, S. and Guo, G.D. and Xu, Z.Q.",
        TITLE = "A survey on 3D mask presentation attack detection and countermeasures",
        JOURNAL = PR,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "107032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT214999"}

@article{bb219921,
        AUTHOR = "Chen, F.M. and Wen, C. and Xie, K. and Wen, F.Q. and Sheng, G.Q. and Tang, X.G.",
        TITLE = "Face liveness detection: fusing colour texture feature and deep feature",
        JOURNAL = IET-Bio,
        VOLUME = "8",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "369-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215000"}

@article{bb219922,
        AUTHOR = "Jiang, F.L. and Liu, P.C. and Zhou, X.D.",
        TITLE = "Multilevel fusing paired visible light and near-infrared spectral
images for face anti-spoofing",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "30-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215001"}

@article{bb219923,
        AUTHOR = "Jia, S. and Guo, G.D. and Xu, Z.Q. and Wang, Q.C.",
        TITLE = "Face presentation attack detection in mobile scenarios:
A comprehensive evaluation",
        JOURNAL = IVC,
        VOLUME = "93",
        YEAR = "2020",
        PAGES = "103826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215002"}

@article{bb219924,
        AUTHOR = "Toprak, I. and Toygar, O.",
        TITLE = "Ear anti-spoofing against print attacks using three-level fusion of
image quality measures",
        JOURNAL = SIViP,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "417-424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215003"}

@article{bb219925,
        AUTHOR = "Rehman, Y.A.U. and Po, L.M. and Komulainen, J.",
        TITLE = "Enhancing deep discriminative feature maps via perturbation for face
presentation attack detection",
        JOURNAL = IVC,
        VOLUME = "94",
        YEAR = "2020",
        PAGES = "103858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215004"}

@article{bb219926,
        AUTHOR = "Peng, F. and Qin, L. and Long, M.",
        TITLE = "Face presentation attack detection based on chromatic co-occurrence
of local binary pattern and ensemble learning",
        JOURNAL = JVCIR,
        VOLUME = "66",
        YEAR = "2020",
        PAGES = "102746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215005"}

@inproceedings{bb219927,
        AUTHOR = "Bresan, R. and Beluzo, C. and Carvalho, T.",
        TITLE = "Exposing Presentation Attacks by a Combination of Multi-intrinsic Image
Properties, Convolutional Networks and Transfer Learning",
        BOOKTITLE = ACIVS20,
        YEAR = "2020",
        PAGES = "153-165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215006"}

@article{bb219928,
        AUTHOR = "Raj, S. and Pannu, J.S. and Fernandes, S.L. and Ramanathan, A. and Pullum, L.L. and Jha, S.K.",
        TITLE = "Attacking NIST biometric image software using nonlinear optimization",
        JOURNAL = PRL,
        VOLUME = "131",
        YEAR = "2020",
        PAGES = "79-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215007"}

@article{bb219929,
        AUTHOR = "Ma, Y. and Wu, L. and Li, Z. and liu, F.",
        TITLE = "A novel face presentation attack detection scheme based on
multi-regional convolutional neural networks",
        JOURNAL = PRL,
        VOLUME = "131",
        YEAR = "2020",
        PAGES = "261-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215008"}

@article{bb219930,
        AUTHOR = "Li, L. and Xia, Z.Q. and Jiang, X.Y. and Ma, Y.P. and Roli, F. and Feng, X.Y.",
        TITLE = "3D face mask presentation attack detection based on intrinsic image
analysis",
        JOURNAL = IET-Bio,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "100-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215009"}

@article{bb219931,
        AUTHOR = "Rathgeb, C. and Botaljov, A. and Stockhardt, F. and Isadskiy, S. and Debiasi, L. and Uhl, A. and Busch, C.",
        TITLE = "PRNU-based detection of facial retouching",
        JOURNAL = IET-Bio,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "154-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215010"}

@article{bb219932,
        AUTHOR = "Zhang, B. and Tondi, B. and Barni, M.",
        TITLE = "Adversarial examples for replay attacks against CNN-based face
recognition with anti-spoofing capability",
        JOURNAL = CVIU,
        VOLUME = "197-198",
        YEAR = "2020",
        PAGES = "102988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215011"}

@article{bb219933,
        AUTHOR = "Peng, F. and Yin, L.P. and Zhang, L.B. and Long, M.",
        TITLE = "CGR-GAN: CG Facial Image Regeneration for Antiforensics Based on
Generative Adversarial Network",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2511-2525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215012"}

@article{bb219934,
        AUTHOR = "Zhang, W.L. and Xiang, S.J.",
        TITLE = "Face anti-spoofing detection based on DWT-LBP-DCT features",
        JOURNAL = SP:IC,
        VOLUME = "89",
        YEAR = "2020",
        PAGES = "115990",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215013"}

@inproceedings{bb219935,
        AUTHOR = "Tian, Y. and Xiang, S.J.",
        TITLE = "Detection of Video-Based Face Spoofing Using LBP and Multiscale DCT",
        BOOKTITLE = IWDW16,
        YEAR = "2016",
        PAGES = "16-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215014"}

@inproceedings{bb219936,
        AUTHOR = "Zhou, J.L. and Liang, C. and Chen, J.",
        TITLE = "Manifold Projection for Adversarial Defense on Face Recognition",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXX: 288-305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215015"}

@article{bb219937,
        AUTHOR = "Scherhag, U. and Kunze, J. and Rathgeb, C. and Busch, C.",
        TITLE = "Face morph detection for unknown morphing algorithms and image sources:
a multi-scale block local binary pattern fusion approach",
        JOURNAL = IET-Bio,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "278-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215016"}

@article{bb219938,
        AUTHOR = "Massoli, F.V. and Carrara, F. and Amato, G. and Falchi, F.",
        TITLE = "Detection of Face Recognition Adversarial Attacks",
        JOURNAL = CVIU,
        VOLUME = "202",
        YEAR = "2021",
        PAGES = "103103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215017"}

@article{bb219939,
        AUTHOR = "Guo, Z.Q. and Yang, G.B. and Chen, J.Y. and Sun, X.M.",
        TITLE = "Fake face detection via adaptive manipulation traces extraction
network",
        JOURNAL = CVIU,
        VOLUME = "204",
        YEAR = "2021",
        PAGES = "103170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215018"}

@article{bb219940,
        AUTHOR = "Fatemifar, S. and Arashloo, S.R. and Awais, M. and Kittler, J.",
        TITLE = "Client-specific anomaly detection for face presentation attack
detection",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215019"}

@inproceedings{bb219941,
        AUTHOR = "Nguyen, S.M. and Tran, L.D. and Arai, M.",
        TITLE = "Attended-auxiliary Supervision Representation for Face Anti-spoofing",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "I:436-452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215020"}

@article{bb219942,
        AUTHOR = "Guo, W. and Tondi, B. and Barni, M.",
        TITLE = "A Master Key backdoor for universal impersonation attack against
DNN-based face verification",
        JOURNAL = PRL,
        VOLUME = "144",
        YEAR = "2021",
        PAGES = "61-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215021"}

@article{bb219943,
        AUTHOR = "Jia, S. and Hu, C.B. and Li, X. and Xu, Z.Q.",
        TITLE = "Face spoofing detection under super-realistic 3D wax face attacks",
        JOURNAL = PRL,
        VOLUME = "145",
        YEAR = "2021",
        PAGES = "103-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215022"}

@article{bb219944,
        AUTHOR = "Chen, B. and Yang, W. and Wang, S.",
        TITLE = "Generalized Face Antispoofing by Learning to Fuse Features From High-
and Low-Frequency Domains",
        JOURNAL = MultMedMag,
        VOLUME = "28",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "56-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215023"}

@article{bb219945,
        AUTHOR = "Quan, R. and Wu, Y. and Yu, X. and Yang, Y.",
        TITLE = "Progressive Transfer Learning for Face Anti-Spoofing",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "3946-3955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215024"}

@article{bb219946,
        AUTHOR = "Jia, Y.P. and Zhang, J. and Shan, S.G. and Chen, X.L.",
        TITLE = "Unified unsupervised and semi-supervised domain adaptation network
for cross-scenario face anti-spoofing",
        JOURNAL = PR,
        VOLUME = "115",
        YEAR = "2021",
        PAGES = "107888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215025"}

@article{bb219947,
        AUTHOR = "Wang, Y.W. and Ding, X. and Yang, Y.X. and Ding, L. and Ward, R. and Wang, Z.J.",
        TITLE = "Perception matters: Exploring imperceptible and transferable
anti-forensics for GAN-generated fake face imagery detection",
        JOURNAL = PRL,
        VOLUME = "146",
        YEAR = "2021",
        PAGES = "15-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215026"}

@article{bb219948,
        AUTHOR = "Zhu, X. and Li, S. and Zhang, X.P. and Li, H.L. and Kot, A.C.",
        TITLE = "Detection of Spoofing Medium Contours for Face Anti-Spoofing",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "5",
        PAGES = "2039-2045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215027"}

@article{bb219949,
        AUTHOR = "Li, Z.S. and Yuan, J.Y. and Jia, B.Z. and He, Y. and Xie, L.",
        TITLE = "An Effective Face Anti-Spoofing Method via Stereo Matching",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "847-851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215028"}

@article{bb219950,
        AUTHOR = "Bisogni, C. and Cascone, L. and Dugelay, J.L. and Pero, C.",
        TITLE = "Adversarial attacks through architectures and spectra in face
recognition",
        JOURNAL = PRL,
        VOLUME = "147",
        YEAR = "2021",
        PAGES = "55-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215029"}

@inproceedings{bb219951,
        AUTHOR = "Ngo, L.M. and Wang, W. and Mandira, B. and Karaoglu, S. and Bouma, H. and Dibeklioglu, H. and Gevers, T.",
        TITLE = "Identity Unbiased Deception Detection by 2D-to-3D Face Reconstruction",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "145-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215030"}

@article{bb219952,
        AUTHOR = "Liu, A. and Li, X. and Wan, J. and Liang, Y.Y. and Escalera, S. and Escalante, H.J. and Madadi, M. and Jin, Y. and Wu, Z.Y. and Yu, X.G. and Tan, Z.C. and Yuan, Q. and Yang, R.K. and Zhou, B.J. and Guo, G.D. and Li, S.Z.",
        TITLE = "Cross-ethnicity face anti-spoofing recognition challenge: A review",
        JOURNAL = IET-Bio,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "1",
        PAGES = "24-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215031"}

@inproceedings{bb219953,
        AUTHOR = "Liu, A. and Yang, R.K. and Wan, J. and Escalera, S. and Guo, G.D. and Li, S.Z.",
        TITLE = "CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-Ethnicity Face
Anti-spoofing",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1178-1186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215032"}

@article{bb219954,
        AUTHOR = "Hofbauer, H. and Debiasi, L. and Krankl, S. and Uhl, A.",
        TITLE = "Exploring presentation attack vulnerability and usability of face
recognition systems",
        JOURNAL = IET-Bio,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "219-232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215033"}

@inproceedings{bb219955,
        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#TT215034"}

@inproceedings{bb219956,
        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#TT215035"}

@inproceedings{bb219957,
        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#TT215036"}

@inproceedings{bb219958,
        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#TT215037"}

@inproceedings{bb219959,
        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#TT215038"}

@inproceedings{bb219960,
        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#TT215039"}

@inproceedings{bb219961,
        AUTHOR = "Zhou, J. 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#TT215040"}

@inproceedings{bb219962,
        AUTHOR = "Dou, Y.Q. and Yang, H.C. and Yang, M.L. and Xu, Y. and Ke, D.",
        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#TT215041"}

@inproceedings{bb219963,
        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#TT215042"}

@inproceedings{bb219964,
        AUTHOR = "Zhang, Y. and Zhao, M. and Yan, L. and Gao, T. 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#TT215043"}

@inproceedings{bb219965,
        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#TT215044"}

@inproceedings{bb219966,
        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/people935lf1.html#TT215045"}

@inproceedings{bb219967,
        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#TT215046"}

@inproceedings{bb219968,
        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#TT215047"}

@inproceedings{bb219969,
        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#TT215048"}

@inproceedings{bb219970,
        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#TT215049"}

@inproceedings{bb219971,
        AUTHOR = "Fatemifar, S. and Awais, M. and Akbari, A. and Kittler, J.",
        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#TT215050"}

@inproceedings{bb219972,
        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#TT215051"}

@inproceedings{bb219973,
        AUTHOR = "Yu, Z.T. and Li, X.B. and Niu, X.S. and Shi, J.G. and Zhao, G.Y.",
        TITLE = "Face Anti-spoofing with Human Material Perception",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VII:557-575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215052"}

@inproceedings{bb219974,
        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#TT215053"}

@inproceedings{bb219975,
        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#TT215054"}

@inproceedings{bb219976,
        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#TT215055"}

@inproceedings{bb219977,
        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#TT215056"}

@inproceedings{bb219978,
        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#TT215057"}

@inproceedings{bb219979,
        AUTHOR = "Li, L. and Bao, J. and Zhang, T. and Yang, H. and Chen, D. and Wen, F. and Guo, B.",
        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#TT215058"}

@inproceedings{bb219980,
        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#TT215059"}

@inproceedings{bb219981,
        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#TT215060"}

@inproceedings{bb219982,
        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#TT215061"}

@inproceedings{bb219983,
        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#TT215062"}

@inproceedings{bb219984,
        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#TT215063"}

@inproceedings{bb219985,
        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#TT215064"}

@inproceedings{bb219986,
        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#TT215065"}

@inproceedings{bb219987,
        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#TT215066"}

@inproceedings{bb219988,
        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#TT215067"}

@inproceedings{bb219989,
        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#TT215068"}

@inproceedings{bb219990,
        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#TT215069"}

@inproceedings{bb219991,
        AUTHOR = "Venkatesh, S. and Ramachandra, R. and Raja, K. and Spreeuwers, L. and Veldhuis, R. 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#TT215070"}

@inproceedings{bb219992,
        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#TT215071"}

@inproceedings{bb219993,
        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#TT215072"}

@inproceedings{bb219994,
        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#TT215073"}

@inproceedings{bb219995,
        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#TT215074"}

@inproceedings{bb219996,
        AUTHOR = "Deng, J.K. and Zafeiriou, S.P.",
        TITLE = "ArcFace for Disguised Face Recognition",
        BOOKTITLE = DFW19,
        YEAR = "2019",
        PAGES = "485-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215075"}

@inproceedings{bb219997,
        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#TT215076"}

@inproceedings{bb219998,
        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#TT215077"}

@inproceedings{bb219999,
        AUTHOR = "Dong, Y.P. and Su, H. and Wu, B.Y. and Li, Z.F. and Liu, W. and Zhang, T. and Zhu, J.",
        TITLE = "Efficient Decision-Based Black-Box Adversarial Attacks on Face
Recognition",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7706-7714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT215078"}

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