@article{bb294100,
        AUTHOR = "Proenca, H.",
        TITLE = "The UU-Net: Reversible Face De-Identification for Visual Surveillance
Video Footage",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "496-509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288741"}

@article{bb294101,
        AUTHOR = "Parashar, A. and Shekhawat, R.S.",
        TITLE = "Protection of gait data set for preserving its privacy in deep
learning pipeline",
        JOURNAL = IET-Bio,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "6",
        PAGES = "557-569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288742"}

@article{bb294102,
        AUTHOR = "Wen, Y.Q. and Liu, B. and Cao, J.Y. and Xie, R. and Song, L. and Li, Z.",
        TITLE = "IdentityMask: Deep Motion Flow Guided Reversible Face Video
De-Identification",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8353-8367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288743"}

@article{bb294103,
        AUTHOR = "Zhang, Y.F. and Fang, Y.C. and Cao, Y.T. and Wu, J.H.",
        TITLE = "RBGAN: Realistic-generation and balanced-utility GAN for face
de-identification",
        JOURNAL = IVC,
        VOLUME = "141",
        YEAR = "2024",
        PAGES = "104868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288744"}

@article{bb294104,
        AUTHOR = "Yuan, L. and Liang, K. and Pu, X. and Zhang, Y. and Leng, J.X. and Wu, T. and Wang, N.N. and Gao, X.B.",
        TITLE = "Invertible Image Obfuscation for Facial Privacy Protection via Secure
Flow",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "6077-6091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288745"}

@article{bb294105,
        AUTHOR = "Ji, J.H. and Zhao, R. and Wang, T. and Zhu, Y.",
        TITLE = "Utility-Enhanced Image Obfuscation With Block Differential Privacy",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2135-2139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288746"}

@article{bb294106,
        AUTHOR = "Zhu, M.C. and He, P.S. and Zhang, Y.H. and Li, J.H. and Qiu, Y.P.",
        TITLE = "Against linkage: A novel generative face anonymization framework with
style diversification",
        JOURNAL = IET-IPR,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "13",
        PAGES = "4114-4126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288747"}

@article{bb294107,
        AUTHOR = "Liu, X.N. and Zhong, Y.Y. and Cui, X. and Zhang, Y.H. and Li, P.P. and Deng, W.H.",
        TITLE = "AdvCloak: Customized adversarial cloak for privacy protection",
        JOURNAL = PR,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "111050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288748"}

@article{bb294108,
        AUTHOR = "He, X. and Zhu, M.R. and Chen, D.X. and Wang, N.N. and Gao, X.B.",
        TITLE = "Diff-Privacy: Diffusion-Based Face Privacy Protection",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "13164-13176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288749"}

@article{bb294109,
        AUTHOR = "Xie, T.X. and Han, H. and Shan, S.G. and Chen, X.L.",
        TITLE = "Natural Adversarial Mask for Face Identity Protection in Physical
World",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2089-2106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288750"}

@article{bb294110,
        AUTHOR = "Yuan, L. and Liang, K. and Li, X. and Wu, T. and Wang, N.N. and Gao, X.B.",
        TITLE = "iFADIT: Invertible Face Anonymization via Disentangled Identity
Transform",
        JOURNAL = PR,
        VOLUME = "168",
        YEAR = "2025",
        PAGES = "111807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288751"}

@article{bb294111,
        AUTHOR = "Liu, D.C. and Yang, W.Z. and Peng, C.L. and Wang, N.N. and Hu, R.M. and Gao, X.B.",
        TITLE = "PrivacyHFR: Visual Privacy Preserving for Heterogeneous Face
Recognition",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "3417-3430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288752"}

@article{bb294112,
        AUTHOR = "Liu, Z. and Zhou, Y. and Xiong, P. and Wang, Q.",
        TITLE = "TapFace: A task-oriented facial privacy protection framework",
        JOURNAL = JVCIR,
        VOLUME = "111",
        YEAR = "2025",
        PAGES = "104497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288753"}

@inproceedings{bb294113,
        AUTHOR = "Salar, A. and Liu, Q. and Tian, Y.L. and Zhao, G.Y.",
        TITLE = "Enhancing Facial Privacy Protection via Weakening Diffusion
Purification",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8235-8244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288754"}

@inproceedings{bb294114,
        AUTHOR = "Chen, C. and Liu, D.C. and Shah, M. and Xu, C.",
        TITLE = "Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in
Diffusion Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8182-8191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288755"}

@inproceedings{bb294115,
        AUTHOR = "Kung, H.W. and Varanka, T. and Saha, S. and Sim, T. and Sebe, N.",
        TITLE = "Face Anonymization Made Simple",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1040-1050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288756"}

@inproceedings{bb294116,
        AUTHOR = "Liu, Y.F. and Zhang, W.Q. and Wu, D. and Lin, Z. and Gu, J.Z. and Wang, W.P.",
        TITLE = "Prediction Exposes Your Face: Black-box Model Inversion via Prediction
Alignment",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXVI: 288-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288757"}

@inproceedings{bb294117,
        AUTHOR = "Chow, K.H. and Hu, S. and Huang, T.S. and Liu, L.",
        TITLE = "Personalized Privacy Protection Mask Against Unauthorized Facial
Recognition",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXII: 434-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288758"}

@inproceedings{bb294118,
        AUTHOR = "Pang, S. and Ma, R. and Li, B. and Zhou, Y.B. and Yao, Y.Z.",
        TITLE = "Veil Privacy on Visual Data: Concealing Privacy for Humans, Unveiling
for DNNs",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIII: 280-297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288759"}

@inproceedings{bb294119,
        AUTHOR = "Cheng, J.C. and Dai, X. and Wan, J. and Antipa, N. and Vasconcelos, N.M.",
        TITLE = "Learning a Dynamic Privacy-preserving Camera Robust to Inversion
Attacks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXX: 349-367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288760"}

@inproceedings{bb294120,
        AUTHOR = "Shaheryar, M. and Lee, J.T. and Jung, S.K.",
        TITLE = "Iddiffuse: Dual-conditional Diffusion Model for Enhanced Facial Image
Anonymization",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "IV: 426-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288761"}

@inproceedings{bb294121,
        AUTHOR = "Kuang, Z.Z. and Yang, X.C. and Shen, Y.J. and Hu, C. and Yu, J.",
        TITLE = "Facial Identity Anonymization via Intrinsic and Extrinsic Attention
Distraction",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12406-12415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288762"}

@inproceedings{bb294122,
        AUTHOR = "Lopez, J. and Hinojosa, C. and Arguello, H. and Ghanem, B.",
        TITLE = "Privacy-Preserving Optics for Enhancing Protection in Face
De-Identification",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12120-12129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288763"}

@inproceedings{bb294123,
        AUTHOR = "Huang, Y. and Zhu, A. and Zeng, C. and Hu, C. and Lai, X. and Feng, W.H. and Chen, F.",
        TITLE = "RFIS-FPI: Reversible Face Image Steganography Neural Network for Face
Privacy Interactions",
        BOOKTITLE = FG24,
        YEAR = "2024",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288764"}

@inproceedings{bb294124,
        AUTHOR = "Tan, X. and Zhang, S.Q. and Ju, Y.X. and Mao, X.Y. and Xu, J.Y.",
        TITLE = "Visual Coherence Face Anonymization Algorithm Based on Dynamic
Identity Perception",
        BOOKTITLE = FG24,
        YEAR = "2024",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288765"}

@inproceedings{bb294125,
        AUTHOR = "Rot, P. and Terhorst, P. and Peer, P. and Struc, V.",
        TITLE = "ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid
Decoding for Face Verification",
        BOOKTITLE = FG24,
        YEAR = "2024",
        PAGES = "1-11",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288766"}

@inproceedings{bb294126,
        AUTHOR = "Yalavarthi, B. and Kaushik, A.R. and Ross, A. and Boddeti, V. and Ratha, N.",
        TITLE = "Enhancing Privacy in Face Analytics Using Fully Homomorphic
Encryption",
        BOOKTITLE = FG24,
        YEAR = "2024",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288767"}

@inproceedings{bb294127,
        AUTHOR = "Ertugrul, I.O. and Hinduja, S. and Bilalpur, M. and Messinger, D.S. and Cohn, J.F.",
        TITLE = "Expanding PyAFAR: A Novel Privacy-Preserving Infant AU Detector",
        BOOKTITLE = FG24,
        YEAR = "2024",
        PAGES = "1-2",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288768"}

@inproceedings{bb294128,
        AUTHOR = "Lary, M. and Klawonn, M. and Messinger, D. and Nwogu, I.",
        TITLE = "Dataset Infant Anonymization with Pose and Emotion Retention",
        BOOKTITLE = FG24,
        YEAR = "2024",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288769"}

@inproceedings{bb294129,
        AUTHOR = "Tabet, S. and Kayssi, A. and Elhajj, I.H.",
        TITLE = "Adaptive Mobile Diminished Reality Framework for 3D Visual Privacy",
        BOOKTITLE = ISCV24,
        YEAR = "2024",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288770"}

@inproceedings{bb294130,
        AUTHOR = "Shvai, N. and Carmona, A.L. and Nakib, A.",
        TITLE = "Adaptive Image Anonymization in the Context of Image Classification
with Neural Networks",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5051-5060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288771"}

@inproceedings{bb294131,
        AUTHOR = "Wen, Y.Q. and Liu, B. and Cao, J.Y. and Xie, R. and Song, L.",
        TITLE = "Divide and Conquer: a Two-Step Method for High Quality Face
De-identification with Model Explainability",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5125-5134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288772"}

@inproceedings{bb294132,
        AUTHOR = "Cheng, K.H.M. and Yu, Z.T. and Chen, H.Y. and Zhao, G.Y.",
        TITLE = "Benchmarking 3D Face De-Identification with Preserving Facial
Attributes",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "656-660",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288773"}

@inproceedings{bb294133,
        AUTHOR = "Dall'Asen, N. and Wang, Y.M. and Tang, H. and Zanella, L. and Ricci, E.",
        TITLE = "Graph-Based Generative Face Anonymisation with Pose Preservation",
        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "II:503-515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288774"}

@inproceedings{bb294134,
        AUTHOR = "Cao, J.Y. and Liu, B. and Wen, Y.Q. and Xie, R. and Song, L.",
        TITLE = "Personalized and Invertible Face De-identification by Disentangled
Identity Information Manipulation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "3314-3322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288775"}

@inproceedings{bb294135,
        AUTHOR = "Bursic, S. and d'Amelio, A. and Granato, M. and Grossi, G. and Lanzarotti, R.",
        TITLE = "A Quantitative Evaluation Framework of Video De-Identification
Methods",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6089-6095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288776"}

@inproceedings{bb294136,
        AUTHOR = "Klomp, S.R. and van Rijn, M. and Wijnhoven, R.G.J. and Snoek, C.G.M. and de With, P.H.N.",
        TITLE = "Safe Fakes: Evaluating Face Anonymizers for Face Detectors",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288777"}

@inproceedings{bb294137,
        AUTHOR = "Wen, Y. and Liu, B. and Xie, R. and Zhu, Y. and Cao, J. and Song, L.",
        TITLE = "A Hybrid Model for Natural Face De-Identiation with Adjustable
Privacy",
        BOOKTITLE = VCIP20,
        YEAR = "2020",
        PAGES = "269-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288778"}

@inproceedings{bb294138,
        AUTHOR = "Gafni, O. and Wolf, L. and Taigman, Y.",
        TITLE = "Live Face De-Identification in Video",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9377-9386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288779"}

@inproceedings{bb294139,
        AUTHOR = "Chatzikyriakidis, E. and Papaioannidis, C. and Pitas, I.",
        TITLE = "Adversarial Face De-Identification",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "684-688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288780"}

@inproceedings{bb294140,
        AUTHOR = "Yan, B. and Pei, M. and Nie, Z.",
        TITLE = "Attributes Preserving Face De-Identification",
        BOOKTITLE = HBU19,
        YEAR = "2019",
        PAGES = "1217-1221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288781"}

@inproceedings{bb294141,
        AUTHOR = "Brkic, K. and Sikiric, I. and Hrkac, T. and Kalafatic, Z.",
        TITLE = "I Know That Person:
Generative Full Body and Face De-identification of People in Images",
        BOOKTITLE = PRIV17,
        YEAR = "2017",
        PAGES = "1319-1328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288782"}

@inproceedings{bb294142,
        AUTHOR = "Brkic, K. and Sikiric, I. and Hrkac, T. and Kalafatic, Z.",
        TITLE = "De-identifying people in videos using neural art",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288783"}

@inproceedings{bb294143,
        AUTHOR = "Alonso Perez, V. and Enriqurez Caldera, R. and Ramirez Cortes, J.M. and Sucar, L.E.",
        TITLE = "A foveation technique applied to face de-identification",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "4268-4273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288784"}

@inproceedings{bb294144,
        AUTHOR = "Letournel, G. and Bugeau, A. and Ta, V.T. and Domenger, J.P.",
        TITLE = "Face de-identification with expressions preservation",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288785"}

@inproceedings{bb294145,
        AUTHOR = "Mosaddegh, S. and Simon, L. and Jurie, F.",
        TITLE = "Photorealistic Face De-Identification by Aggregating Donors' Face
Components",
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        YEAR = "2014",
        PAGES = "III: 159-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935fdeid2.html#TT288786"}

@inproceedings{bb294146,
        AUTHOR = "Gross, R. and Sweeney, L. and de la Torre, F. and Baker, S.",
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@inproceedings{bb294147,
        AUTHOR = "Gross, R. and Sweeney, L. and de la Torre, F. and Baker, S.",
        TITLE = "Model-Based Face De-Identification",
        BOOKTITLE = PRIV06,
        YEAR = "2006",
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@inproceedings{bb294148,
        AUTHOR = "Gross, R. and Sweeney, L.",
        TITLE = "Towards Real-World Face De-Identification",
        BOOKTITLE = BTAS07,
        YEAR = "2007",
        PAGES = "1-8",
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@inproceedings{bb294149,
        AUTHOR = "Newton, E.M. and Sweeney, L. and Malin, B.",
        TITLE = "Preserving Privacy by De-identifying Facial Images",
        BOOKTITLE = CMU-CS-TR,
        YEAR = "2003",
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@article{bb294150,
        AUTHOR = "Kollreider, K. and Fronthaler, H. and Bigun, J.",
        TITLE = "Non-intrusive liveness detection by face images",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "3",
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        PAGES = "233-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288791"}

@inproceedings{bb294151,
        AUTHOR = "Kollreider, K. and Fronthaler, H. and Bigun, J.",
        TITLE = "Verifying liveness by multiple experts in face biometrics",
        BOOKTITLE = Biometrics08,
        YEAR = "2008",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288792"}

@article{bb294152,
        AUTHOR = "Zhang, Z.W. and Yi, D. and Lei, Z. and Li, S.Z.",
        TITLE = "Regularized Transfer Boosting for Face Detection Across Spectrum",
        JOURNAL = SPLetters,
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        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288793"}

@inproceedings{bb294153,
        AUTHOR = "Zhang, Z.W. and Yi, D. and Lei, Z. and Li, S.Z.",
        TITLE = "Face Liveness Detection by Learning Multispectral Reflectance
Distributions",
        BOOKTITLE = FG11,
        YEAR = "2011",
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@article{bb294154,
        AUTHOR = "de Freitas Pereira, T. and Komulainen, J. and Anjos, A. and de Martino, J. and Hadid, A. and Pietikainen, M. and Marcel, S.",
        TITLE = "Face liveness detection using dynamic texture",
        JOURNAL = JIVP,
        VOLUME = "2014",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "2",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288795"}

@inproceedings{bb294155,
        AUTHOR = "Komulainen, J. and Hadid, A. and Pietikainen, M.",
        TITLE = "Face Spoofing Detection Using Dynamic Texture",
        BOOKTITLE = CVLBP12,
        YEAR = "2012",
        PAGES = "I:146-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288796"}

@article{bb294156,
        AUTHOR = "Feng, Y.C. and Lim, M.H. and Yuen, P.C.",
        TITLE = "Masquerade attack on transform-based binary-template protection based
on perceptron learning",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "3019-3033",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288797"}

@article{bb294157,
        AUTHOR = "Bustard, J.D. and Carter, J.N. and Nixon, M.S. and Hadid, A.",
        TITLE = "Measuring and mitigating targeted biometric impersonation",
        JOURNAL = IET-Bio,
        VOLUME = "3",
        YEAR = "2014",
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@article{bb294158,
        AUTHOR = "Kim, W. and Suh, S. and Han, J.",
        TITLE = "Face Liveness Detection From a Single Image via Diffusion Speed Model",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
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        PAGES = "2456-2465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288799"}

@article{bb294159,
        AUTHOR = "Mohammadi, A. and Bhattacharjee, S. and Marcel, S.",
        TITLE = "Deeply vulnerable: a study of the robustness of face recognition to
presentation attacks",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "15-26",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288800"}

@article{bb294160,
        AUTHOR = "Alotaibi, A. and Mahmood, A.",
        TITLE = "Deep face liveness detection based on nonlinear diffusion using
convolution neural network",
        JOURNAL = SIViP,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "713-720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288801"}

@article{bb294161,
        AUTHOR = "Xia, Z.Q. and Peng, X.L. and Feng, X.Y. and Hadid, A.",
        TITLE = "Scarce face recognition via two-layer collaborative representation",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "56-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288802"}

@article{bb294162,
        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#TT288803"}

@article{bb294163,
        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#TT288804"}

@article{bb294164,
        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#TT288805"}

@article{bb294165,
        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#TT288806"}

@article{bb294166,
        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#TT288807"}

@article{bb294167,
        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#TT288808"}

@article{bb294168,
        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#TT288809"}

@article{bb294169,
        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#TT288810"}

@article{bb294170,
        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#TT288811"}

@inproceedings{bb294171,
        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#TT288812"}

@article{bb294172,
        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#TT288813"}

@article{bb294173,
        AUTHOR = "Ma, Y. and Wu, L. and Li, Z. and liu, F.H.",
        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#TT288814"}

@article{bb294174,
        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#TT288815"}

@article{bb294175,
        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#TT288816"}

@article{bb294176,
        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#TT288817"}

@article{bb294177,
        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#TT288818"}

@article{bb294178,
        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#TT288819"}

@article{bb294179,
        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#TT288820"}

@article{bb294180,
        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#TT288821"}

@article{bb294181,
        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#TT288822"}

@article{bb294182,
        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#TT288823"}

@inproceedings{bb294183,
        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#TT288824"}

@article{bb294184,
        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#TT288825"}

@article{bb294185,
        AUTHOR = "Bonomi, M. and Pasquini, C. and Boato, G.",
        TITLE = "Dynamic texture analysis for detecting fake faces in video sequences",
        JOURNAL = JVCIR,
        VOLUME = "79",
        YEAR = "2021",
        PAGES = "103239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288826"}

@article{bb294186,
        AUTHOR = "Gonzalez Soler, L.J. and Gomez Barrero, M. and Busch, C.",
        TITLE = "On the generalisation capabilities of Fisher vector-based face
presentation attack detection",
        JOURNAL = IET-Bio,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "5",
        PAGES = "480-496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288827"}

@article{bb294187,
        AUTHOR = "Arashloo, S.R.",
        TITLE = "Unseen Face Presentation Attack Detection Using Sparse Multiple
Kernel Fisher Null-Space",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4084-4095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288828"}

@article{bb294188,
        AUTHOR = "Peng, F. and Meng, S.H. and Long, M.",
        TITLE = "Presentation attack detection based on two-stream vision transformers
with self-attention fusion",
        JOURNAL = JVCIR,
        VOLUME = "85",
        YEAR = "2022",
        PAGES = "103518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288829"}

@article{bb294189,
        AUTHOR = "Khalid, S.S. and Awais, M. and Feng, Z.H. and Chan, C.H. and Farooq, A. and Akbari, A. and Kittler, J.V.",
        TITLE = "NPT-Loss:
Demystifying Face Recognition Losses With Nearest Proxies Triplet",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "15249-15259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288830"}

@article{bb294190,
        AUTHOR = "Peng, F. and Qin, L. and Long, M.",
        TITLE = "Face morphing attack detection and attacker identification based on a
watchlist",
        JOURNAL = SP:IC,
        VOLUME = "107",
        YEAR = "2022",
        PAGES = "116748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288831"}

@article{bb294191,
        AUTHOR = "Raja, K. and Gupta, G. and Venkatesh, S. and Ramachandra, R. and Busch, C.",
        TITLE = "Towards generalized morphing attack detection by learning residuals",
        JOURNAL = IVC,
        VOLUME = "126",
        YEAR = "2022",
        PAGES = "104535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288832"}

@article{bb294192,
        AUTHOR = "Mudgalgundurao, R. and Schuch, P. and Raja, K. and Ramachandra, R. and Damer, N.",
        TITLE = "Pixel-wise supervision for presentation attack detection on identity
document cards",
        JOURNAL = IET-Bio,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "383-395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288833"}

@article{bb294193,
        AUTHOR = "Rezgui, Z. and Bassit, A. and Veldhuis, R.",
        TITLE = "Transferability analysis of adversarial attacks on gender
classification to face recognition: Fixed and variable attack
perturbation",
        JOURNAL = IET-Bio,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "407-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288834"}

@article{bb294194,
        AUTHOR = "You, D. and Wang, S.G. and Seatzu, C.",
        TITLE = "A Liveness-Enforcing Supervisor Tolerant to Sensor-Reading
Modification Attacks",
        JOURNAL = SMCS,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2398-2411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288835"}

@article{bb294195,
        AUTHOR = "Zheng, X. and Fan, Y.B. and Wu, B.Y. and Zhang, Y. and Wang, J. and Pan, S.R.",
        TITLE = "Robust Physical-World Attacks on Face Recognition",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "109009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288836"}

@inproceedings{bb294196,
        AUTHOR = "Zhang, W.T. and Liu, H.Z. and Liu, F. and Ramachandra, R. and Busch, C.",
        TITLE = "Effective Presentation Attack Detection Driven by Face Related Task",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "V:408-423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288837"}

@article{bb294197,
        AUTHOR = "Marcialis, G.L. and Liu, X.M. and Didaci, L.",
        TITLE = "Biometric presentation attacks: Handcrafted features versus deep
learning approaches",
        JOURNAL = PRL,
        VOLUME = "163",
        YEAR = "2022",
        PAGES = "55-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288838"}

@article{bb294198,
        AUTHOR = "Wang, C.X. and Yu, B.Y. and Zhou, J.",
        TITLE = "A Learnable Gradient operator for face presentation attack detection",
        JOURNAL = PR,
        VOLUME = "135",
        YEAR = "2023",
        PAGES = "109146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288839"}

@article{bb294199,
        AUTHOR = "Zhang, H.T. and Chen, B. and Wang, J.W. and Zhao, G.Y.",
        TITLE = "A Local Perturbation Generation Method for GAN-Generated Face
Anti-Forensics",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "661-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT288840"}

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