Online Signature-Based Biometric Recognition

This chapter covers the online signature-based biometric recognition system, which includes fingerprint scanning, facial geometry, footprint scanning, retina and iris patterns, DNA, and heartbeat scans. It covers the background knowledge of signature verification system along with its classification. A systematic comparison between online and offline signature verification system is also included. Basics of biometric recognition in terms of security, exploring definitions of the various parameters that can be used in the security perspective, are also covered (Obaidat and Boudriga, Security of e-Systems and Computer Networks. Cambridge University Press, 2007; Obaidat and Sadoun, IEEE Trans Syst Man Cybernetics Part B, 27(2):261–269, 1997). An in-depth discussion about the online signature-based authentication methods is also presented. Finally, some case studies have been discussed to demonstrate the concept.

[1]  Nasir D. Memon,et al.  How to protect biometric templates , 2007, Electronic Imaging.

[2]  Loris Nanni,et al.  An improved BioHashing for human authentication , 2007, Pattern Recognit..

[3]  Ashish Mm,et al.  Biometric Template Protection , 2017 .

[4]  B. V. K. Vijaya Kumar,et al.  Cancelable biometric filters for face recognition , 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

[5]  Loris Nanni,et al.  Multihashing, human authentication featuring biometrics data and tokenized random number: A case study FVC2004 , 2005, Neurocomputing.

[6]  Terrance E. Boult,et al.  Robust distance measures for face-recognition supporting revocable biometric tokens , 2006, 7th International Conference on Automatic Face and Gesture Recognition (FGR06).

[7]  Sharath Pankanti,et al.  Biometric Recognition: Security and Privacy Concerns , 2003, IEEE Secur. Priv..

[8]  Daniel J. Wigdor,et al.  Typing on flat glass: examining ten-finger expert typing patterns on touch surfaces , 2011, CHI.

[9]  Arun Ross,et al.  An introduction to biometric recognition , 2004, IEEE Transactions on Circuits and Systems for Video Technology.

[10]  Réjean Plamondon,et al.  Automatic signature verification and writer identification - the state of the art , 1989, Pattern Recognit..

[11]  M. Faundez-Zanuy Signature recognition state-of-the-art , 2005, IEEE Aerospace and Electronic Systems Magazine.

[12]  Nalini K. Ratha,et al.  Biometric perils and patches , 2002, Pattern Recognit..

[13]  Stefan Fischer,et al.  Expert Conciliation for Multi Modal Person Authentication Systems by Bayesian Statistics , 1997, AVBPA.

[14]  Michael Fairhurst,et al.  Signature verification revisited: promoting practical exploitation of biometric technology , 1997 .

[15]  Andrew Beng Jin Teoh,et al.  PalmHashing: a novel approach for dual-factor authentication , 2004, Pattern Analysis and Applications.

[16]  Umapada Pal,et al.  Signature-Based Biometric Authentication , 2014, Computational Intelligence in Digital Forensics.

[17]  Mohammad S. Obaidat,et al.  Security of e-Systems and Computer Networks , 2007 .

[18]  Nalini K. Ratha,et al.  Cancelable iris biometric , 2008, 2008 19th International Conference on Pattern Recognition.

[19]  Rama Chellappa,et al.  Cancelable Biometrics: A review , 2015, IEEE Signal Processing Magazine.

[20]  Nalini K. Ratha,et al.  Enhancing security and privacy in biometrics-based authentication systems , 2001, IBM Syst. J..

[21]  Kenta Takahashi,et al.  Cancelable Biometrics with Provable Security and Its Application to Fingerprint Verification , 2011, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[22]  Mario Vento,et al.  Signature Verification: Increasing Performance by a Multi-Stage System , 2000, Pattern Analysis & Applications.

[23]  Terrance E. Boult,et al.  Revocable fingerprint biotokens: accuracy and security analysis , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

[24]  Julian Fiérrez,et al.  HMM-based on-line signature verification: Feature extraction and signature modeling , 2007, Pattern Recognit. Lett..

[25]  Jianying Hu,et al.  Retail applications of signature verification , 2004, SPIE Defense + Commercial Sensing.

[26]  Flávio Bortolozzi,et al.  Off-line signature verification using HMM for random, simple and skilled forgeries , 2001, Proceedings of Sixth International Conference on Document Analysis and Recognition.

[27]  Gady Agam,et al.  Warping-Based Offline Signature Recognition , 2007, IEEE Transactions on Information Forensics and Security.

[28]  Nasir D. Memon,et al.  Biometric-rich gestures: a novel approach to authentication on multi-touch devices , 2012, CHI.

[29]  Ana Belén Moreno,et al.  Robust off-line signature verification using compression networks and positional cuttings , 2003, 2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat. No.03TH8718).

[30]  Mohammad S. Obaidat,et al.  Verification of computer users using keystroke dynamics , 1997, IEEE Trans. Syst. Man Cybern. Part B.

[31]  Andrew Beng Jin Teoh,et al.  Personalised cryptographic key generation based on FaceHashing , 2004, Comput. Secur..

[32]  Jiri Matas,et al.  On Combining Classifiers , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[33]  Kenta Takahashi,et al.  Cancelable Biometrics with Perfect Secrecy for Correlation-Based Matching , 2009, ICB.

[34]  Jan Camenisch,et al.  Efficient group signature schemes for large groups , 1997 .

[35]  Tao Li,et al.  Cancelable Voiceprint Templates Based on Knowledge Signatures , 2008, 2008 International Symposium on Electronic Commerce and Security.

[36]  Andrew Beng Jin Teoh,et al.  Biohashing: two factor authentication featuring fingerprint data and tokenised random number , 2004, Pattern Recognit..

[37]  Jan Camenisch,et al.  Efficient Group Signature Schemes for Large Groups (Extended Abstract) , 1997, CRYPTO.

[38]  Asghar Fallah,et al.  A new online signature verification system based on combining Mellin transform, MFCC and neural network , 2011, Digit. Signal Process..

[39]  Andrew Beng Jin Teoh,et al.  Cancellable biometerics featuring with tokenised random number , 2005, Pattern Recognit. Lett..

[40]  Nalini K. Ratha,et al.  Generating Cancelable Fingerprint Templates , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[41]  Guangxi Zhu,et al.  On-Line Handwriting Signature Recognition Based on Wavelet Energy Feature Matching , 2006, 2006 6th World Congress on Intelligent Control and Automation.

[42]  L. Udawatta,et al.  An Evolving Signature Recognition System , 2006, First International Conference on Industrial and Information Systems.

[43]  Yuan Yan Tang,et al.  Offline signature verification:A new rotation invariant approach , 2007, 2007 IEEE International Conference on Systems, Man and Cybernetics.

[44]  Ben M. Herbst,et al.  Offline Signature Verification Using the Discrete Radon Transform and a Hidden Markov Model , 2004, EURASIP J. Adv. Signal Process..