Fingerprint Presentation Attack Detection Using A Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks

2018 IEEE International Workshop on Information Forensics and Security (WIFS) ◽

10.1109/wifs.2018.8630773 ◽

2018 ◽

Author(s):

Mohamed E. Hussein ◽

Leonidas Spinoulas ◽

Fei Xiong ◽

Wael Abd-Almageed

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Presentation Attack Detection

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Convolutional Neural Networks for Iris Presentation Attack Detection: Toward Cross-Dataset and Cross-Sensor Generalization

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) ◽

10.1109/cvprw.2018.00213 ◽

2018 ◽

Author(s):

Steven Hoffman ◽

Renu Sharma ◽

Aran Ross

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Presentation Attack Detection

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Voice Presentation Attack Detection Using Convolutional Neural Networks

Handbook of Biometric Anti-Spoofing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-92627-8_17 ◽

2019 ◽

pp. 391-415

Author(s):

Ivan Himawan ◽

Srikanth Madikeri ◽

Petr Motlicek ◽

Milos Cernak ◽

Sridha Sridharan ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Presentation Attack Detection

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A novel face presentation attack detection scheme based on multi-regional convolutional neural networks

Pattern Recognition Letters ◽

10.1016/j.patrec.2020.01.002 ◽

2020 ◽

Vol 131 ◽

pp. 261-267

Author(s):

Yukun Ma ◽

Lifang Wu ◽

Zeyu Li ◽

Fanghao liu

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Detection Scheme ◽

Face Presentation ◽

Presentation Attack Detection

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Learning One Class Representations for Face Presentation Attack Detection Using Multi-Channel Convolutional Neural Networks

IEEE Transactions on Information Forensics and Security ◽

10.1109/tifs.2020.3013214 ◽

2021 ◽

Vol 16 ◽

pp. 361-375

Author(s):

Anjith George ◽

Sebastien Marcel

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Face Presentation ◽

Presentation Attack Detection

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Multi-spectral Short-Wave Infrared Sensors and Convolutional Neural Networks for Biometric Presentation Attack Detection

AI and Deep Learning in Biometric Security ◽

10.1201/9781003003489-5 ◽

2021 ◽

pp. 105-132

Author(s):

Marta Gomez-Barrero ◽

Ruben Tolosana ◽

Jascha Kolberg ◽

Christoph Busch

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Infrared Sensors ◽

Short Wave Infrared ◽

Presentation Attack Detection

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Iris + Ocular: Generalized Iris Presentation Attack Detection Using Multiple Convolutional Neural Networks

2019 International Conference on Biometrics (ICB) ◽

10.1109/icb45273.2019.8987261 ◽

2019 ◽

Author(s):

Steven Hoffman ◽

Renu Sharma ◽

Arun Ross

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Presentation Attack Detection

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Finger Vein Presentation Attack Detection Using Convolutional Neural Networks

Biometric Recognition - Lecture Notes in Computer Science ◽

10.1007/978-3-319-69923-3_32 ◽

2017 ◽

pp. 296-305 ◽

Author(s):

Xinwei Qiu ◽

Senping Tian ◽

Wenxiong Kang ◽

Wei Jia ◽

Qiuxia Wu

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Finger Vein ◽

Presentation Attack Detection

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Deep convolutional neural networks for face and iris presentation attack detection: survey and case study

IET Biometrics ◽

10.1049/iet-bmt.2020.0004 ◽

2020 ◽

Vol 9 (5) ◽

pp. 179-193 ◽

Author(s):

Yomna Safaa El‐Din ◽

Mohamed N. Moustafa ◽

Hani Mahdi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Deep Convolutional Neural Networks ◽

Presentation Attack Detection

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On the use of convolutional neural networks for speech presentation attack detection

2018 IEEE 4th International Conference on Identity, Security, and Behavior Analysis (ISBA) ◽

10.1109/isba.2018.8311474 ◽

2018 ◽

Author(s):

P. Korshunov ◽

A. R. Goncalves ◽

R. P. V. Violato ◽

F. O. Simoes ◽

S. Marcel

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Speech Presentation ◽

Presentation Attack Detection

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Towards Fingerprint Presentation Attack Detection Based on Convolutional Neural Networks and Short Wave Infrared Imaging

2018 International Conference of the Biometrics Special Interest Group (BIOSIG) ◽

10.23919/biosig.2018.8553413 ◽

2018 ◽

Author(s):

Ruben Tolosana ◽

Marta Gomez-Barrero ◽

Jascha Kolberg ◽

Aythami Morales ◽

Christoph Busch ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Infrared Imaging ◽

Attack Detection ◽

Short Wave Infrared ◽

Presentation Attack Detection

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