rtCaptcha: A Real-Time CAPTCHA Based Liveness Detection System

Presented on March 2, 2018 at 12:00 p.m. in the Klaus Advanced Computing Building, Room 1116W.

[1]  Junjie Yan,et al.  A face antispoofing database with diverse attacks , 2012, 2012 5th IAPR International Conference on Biometrics (ICB).

[2]  Erkam Uzun,et al.  A preliminary examination technique for audio evidence to distinguish speech from non-speech using objective speech quality measures , 2014, Speech Commun..

[3]  Justus Thies,et al.  Face2Face: real-time face capture and reenactment of RGB videos , 2019, Commun. ACM.

[4]  Robert H. Deng,et al.  Seeing Your Face Is Not Enough: An Inertial Sensor-Based Liveness Detection for Face Authentication , 2015, CCS.

[5]  Matti Pietikäinen,et al.  Face spoofing detection from single images using micro-texture analysis , 2011, 2011 International Joint Conference on Biometrics (IJCB).

[6]  Hao Li,et al.  Photorealistic Facial Texture Inference Using Deep Neural Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[7]  James Philbin,et al.  FaceNet: A unified embedding for face recognition and clustering , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[8]  Uwe Aickelin,et al.  An Audio CAPTCHA to Distinguish Humans from Computers , 2010, 2010 Third International Symposium on Electronic Commerce and Security.

[9]  Anderson Rocha,et al.  Video-Based Face Spoofing Detection through Visual Rhythm Analysis , 2012, 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images.

[10]  Shrikanth S. Narayanan,et al.  A robust frontend for VAD: exploiting contextual, discriminative and spectral cues of human voice , 2013, INTERSPEECH.

[11]  Jiangqun Ni,et al.  A deep learning approach to detection of splicing and copy-move forgeries in images , 2016, 2016 IEEE International Workshop on Information Forensics and Security (WIFS).

[12]  Nguyen Minh Duc.  Your face is NOT your password Face Authentication ByPassing Lenovo – Asus – Toshiba , 2009 .

[13]  Ping Zhang,et al.  A Simple Generic Attack on Text Captchas , 2016, NDSS.

[14]  Shimon Whiteson,et al.  LipNet: Sentence-level Lipreading , 2016, ArXiv.

[15]  Alexander I. Rudnicky,et al.  Pocketsphinx: A Free, Real-Time Continuous Speech Recognition System for Hand-Held Devices , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

[16]  Aleksandr Sizov,et al.  ASVspoof 2015: the first automatic speaker verification spoofing and countermeasures challenge , 2015, INTERSPEECH.

[17]  Lujo Bauer,et al.  Accessorize to a Crime: Real and Stealthy Attacks on State-of-the-Art Face Recognition , 2016, CCS.

[18]  Yi Li,et al.  Face Liveness Detection from a Single Image with Sparse Low Rank Bilinear Discriminative Model , 2010, ECCV.

[19]  Ira Kemelmacher-Shlizerman,et al.  What Makes Tom Hanks Look Like Tom Hanks , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

[20]  Fei Peng,et al.  Discriminating natural images and computer generated graphics based on the impact of CFA interpolation on the correlation of PRNU , 2014, Digit. Investig..

[21]  Jukka Komulainen,et al.  The 2nd competition on counter measures to 2D face spoofing attacks , 2013, 2013 International Conference on Biometrics (ICB).

[22]  G. Chetty,et al.  Multi-Level Liveness Verification for Face-Voice Biometric Authentication , 2006, 2006 Biometrics Symposium: Special Session on Research at the Biometric Consortium Conference.

[23]  Stefanos Zafeiriou,et al.  A 3D Morphable Model Learnt from 10,000 Faces , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[24]  Jörg Schwenk,et al.  UI Redressing Attacks on Android Devices , 2012 .

[25]  Jukka Komulainen,et al.  Face Spoofing Detection Using Colour Texture Analysis , 2016, IEEE Transactions on Information Forensics and Security.

[26]  Jean-Luc Dugelay,et al.  Reflectance analysis based countermeasure technique to detect face mask attacks , 2013, 2013 18th International Conference on Digital Signal Processing (DSP).

[27]  Robert H. Deng,et al.  Understanding OSN-based facial disclosure against face authentication systems , 2014, AsiaCCS.

[28]  Israel Cohen,et al.  Voice Activity Detection in Presence of Transient Noise Using Spectral Clustering , 2013, IEEE Transactions on Audio, Speech, and Language Processing.

[29]  William J. Christmas,et al.  A Multiresolution 3D Morphable Face Model and Fitting Framework , 2016, VISIGRAPP.

[30]  Matthew Turk,et al.  A Morphable Model For The Synthesis Of 3D Faces , 1999, SIGGRAPH.

[31]  Zhizheng Wu,et al.  Investigating gated recurrent neural networks for speech synthesis , 2016, ArXiv.

[32]  Sébastien Marcel,et al.  Spoofing in 2D face recognition with 3D masks and anti-spoofing with Kinect , 2013, 2013 IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems (BTAS).

[33]  Fei Peng,et al.  Discrimination of natural images and computer generated graphics based on multi-fractal and regression analysis , 2017 .

[34]  Chong Wang,et al.  Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin , 2015, ICML.

[35]  Matti Pietikäinen,et al.  Competition on counter measures to 2-D facial spoofing attacks , 2011, 2011 International Joint Conference on Biometrics (IJCB).

[36]  Alessia Amelio,et al.  Response Time Analysis of Text-Based CAPTCHA by Association Rules , 2016, AIMSA.

[37]  Yanick Fratantonio,et al.  Cloak and Dagger: From Two Permissions to Complete Control of the UI Feedback Loop , 2017, 2017 IEEE Symposium on Security and Privacy (SP).

[38]  Lin Sun,et al.  Eyeblink-based Anti-Spoofing in Face Recognition from a Generic Webcamera , 2007, 2007 IEEE 11th International Conference on Computer Vision.

[39]  John C. Mitchell,et al.  The End is Nigh: Generic Solving of Text-based CAPTCHAs , 2014, WOOT.

[40]  Yun Q. Shi,et al.  Is physics-based liveness detection truly possible with a single image? , 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.

[41]  Georgios Tzimiropoulos,et al.  Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

[42]  Sangyoun Lee,et al.  Face liveness detection using variable focusing , 2013, 2013 International Conference on Biometrics (ICB).

[43]  Qionghai Dai,et al.  A data-driven approach for facial expression synthesis in video , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

[44]  Jan-Michael Frahm,et al.  Virtual U: Defeating Face Liveness Detection by Building Virtual Models from Your Public Photos , 2016, USENIX Security Symposium.

[45]  Guoying Zhao,et al.  A 3D Mask Face Anti-Spoofing Database with Real World Variations , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

[46]  Takahiro Okabe,et al.  Detecting Forgery From Static-Scene Video Based on Inconsistency in Noise Level Functions , 2010, IEEE Transactions on Information Forensics and Security.

[47]  Zhizheng Wu,et al.  A study of speaker adaptation for DNN-based speech synthesis , 2015, INTERSPEECH.

[48]  Richa Singh,et al.  Detecting Silicone Mask-Based Presentation Attack via Deep Dictionary Learning , 2017, IEEE Transactions on Information Forensics and Security.

[49]  Roberto Caldelli,et al.  An analysis on attacker actions in fingerprint-copy attack in source camera identification , 2011, 2011 IEEE International Workshop on Information Forensics and Security.

[50]  Sajad Shirali-Shahreza,et al.  Verifying Human Users in Speech-Based Interactions , 2011, INTERSPEECH.

[51]  Ming Yang,et al.  DeepFace: Closing the Gap to Human-Level Performance in Face Verification , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.