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Cancelable Multimodal Biometrics Based on Chaotic Maps

Sanaa Ghouzali, Ohoud Nafea, Abdul Wadood, Muhammad Hussain
2021 Applied Sciences  
This paper proposes a protection approach of biometric templates storage in a multimodal biometric system while ensuring both the cancelability of biometric templates and the efficiency of the authentication  ...  Both transformed features would be concatenated and saved in the database of the system instead of the original features.  ...  Experimental results and analysis proved the swiftness, security, and efficiency of implementing the scheme in real-time applications.  ... 
doi:10.3390/app11188573 fatcat:yhykmnegenbhvpadryhu2u7lii

MULTIMODAL KEY-BINDING BIOCRYPTO-SYSTEM USING LEASTSQUARE POLYNOMIAL CURVEFITTING BASED NEW FEATURELEVEL FUSION METHOD

Neeraj Tantubay, Jyoti Bharti Dr.
2021 Indian Journal of Computer Science and Engineering  
We validate the effectiveness of proposed technique over the fuzzy vault scheme using biometrics fingerprint and iris datasets.  ...  In last few years, many works has been proposed using multimodal biometric system because of its high performance as compare to unimodal biometric systems.  ...  The proposed system achieve average GAR 99% and 71.5% of both FC and FV scheme using virtual multimodal dataset and real multimodal dataset, respectively.  ... 
doi:10.21817/indjcse/2021/v12i1/211201022 fatcat:pcemlochqndzle22vbpkaqnble

IEEE Access Special Section Editorial: Intelligent Biometric Systems for Secure Societies

Marina L. Gavrilova, Gee-Sern Hsu, Khalid Saeed, Svetlana Yanushkevich
2021 IEEE Access  
Her list of publications includes three coauthored books, over 30 books of conference proceedings, and more than 200 peer-reviewed articles on machine learning, biometric security, and multimodal cognitive  ...  GAVRILOVA (Senior Member, IEEE) is currently a Full Professor with the CSPS Department and an international expert in the area of biometric security, machine learning, pattern recognition, data analytics  ...  the use of LPN commitments to construct a biometric template protection scheme.  ... 
doi:10.1109/access.2021.3078343 fatcat:uoxaq7ldnnfdddk5c32ujjoccu

Robust Authentication System with Privacy Preservation of Biometrics

Sonali D. Patil, Roshani Raut, Rutvij H. Jhaveri, Tariq Ahamed Ahanger, Pallavi V. Dhade, Atul B. Kathole, Kapil N. Vhatkar, Luigi Catuogno
2022 Security and Communication Networks  
Overall, the proposed technique provides a secure authentication system with high accuracy, a constant size database, and the privacy preservation of biometric traits.  ...  Three biometric traits namely iris, fingerprint, and palm print are recorded using sensors to validate the proposed multi-biometric template protection system.  ...  While multi-biometric validation schemes are more protected, specific concerns have been raised about the high precision of biometric information. is adds to privacy concerns, the huge size of databases  ... 
doi:10.1155/2022/7857975 fatcat:te7mn2k5dzdqnfgu42eeuujtty

A SCHEME FOR TEMPLATE SECURITY AT FEATURE FUSION LEVEL IN MULTIMODAL BIOMETRIC SYSTEM

Arvind Selwal, Sunil Gupta, Surender Kumar
2016 Advances in Science and Technology Research Journal  
The scheme is based on union operation of fuzzy relations of templates of modalities during fusion process of multimodal biometric systems.  ...  One of the challenges being faced by designers of these systems is to secure template data extracted from the biometric modalities of the user and protect the raw images.  ...  Acknowledgements Authors extends their sincere thanks to Department of Research, Innovation and Consultancy (RIC), I.K.  ... 
doi:10.12913/22998624/64062 fatcat:5xy33m3idjcxfkhwmpmgnmh7sy

A Survey on Multimodal Biometrics and the Protection of Their Templates [chapter]

Christina-Angeliki Toli, Bart Preneel
2015 IFIP Advances in Information and Communication Technology  
Deployed multimodal biometric systems also referred to as multibiometrics or even as multimodalities are commonly found and used in electronic chips, embedded in travel documents.  ...  In order to guarantee better user-friendliness and higher accuracy, beyond the existing traditional single-factor biometric systems, the multimodal ones appear to be more promising.  ...  This research will contribute to FIDELITY (Fast and trustworthy Identity Delivery and check with ePassports leveraging Traveler privacy), project funded by the European Commission, under the Security theme  ... 
doi:10.1007/978-3-319-18621-4_12 fatcat:kgthbny2vbcb5ad3qh4lkasj3a

Secured Multimodal Biometric System

Bedad Fatima, Adjoudj Réda
2018 Journal of Multimedia Processing and Technologies  
Multimodal biometrics, which consists of combining several biometrics systems.  ...  These benefits of multimodality to unimodal biometric systems are achieved by fusion of several biometric systems.  ...  The proposed biohashing approach could be useful for securing any type of multi biometric data. In future work, we intend to combine other types multimodal systems.  ... 
doi:10.6025/jmpt/2018/9/3/77-87 fatcat:pcl5nxoogzfgtaa3vayrcmm3z4

Face–Iris Multimodal Biometric Identification System

Basma Ammour, Larbi Boubchir, Toufik Bouden, Messaoud Ramdani
2020 Electronics  
Multimodal biometrics technology has recently gained interest due to its capacity to overcome certain inherent limitations of the single biometric modalities and to improve the overall recognition rate  ...  This paper proposes a new feature extraction technique for a multimodal biometric system using face–iris traits.  ...  hence construct a robust multimodal biometric system by combining the two unimodal systems with the proposed fusion scheme shown in Figure 11 .  ... 
doi:10.3390/electronics9010085 fatcat:qdhz57p6ibfavoowthgd6h4teq

A novel hybrid score level and decision level fusion scheme for cancelable multi-biometric verification

Rudresh Dwivedi, Somnath Dey
2018 Applied intelligence (Boston)  
The proposed hybrid fusion scheme incorporates the similarity scores from different matchers corresponding to each protected modality.  ...  Virtual_C databases, respectively.  ...  Also, We would like to acknowledge Indian Institute of Technology Indore for providing the laboratory support and research facilities to carry out this research.  ... 
doi:10.1007/s10489-018-1311-2 fatcat:j55q7rrmszcvpmdv2iawxo7xv4

Biometric template protection in multimodal authentication systems based on error correcting codes*

Savvas Argyropoulos, Dimitrios Tzovaras, Dimosthenis Ioannidis, Yannis Damousis, Michael G. Strintzis, Martin Braun, Serge Boverie, Jan Camenisch, Javier Lopez, Fabio Massacci, Massimo Ciscato, Thomas Skordas
2010 Journal of Computer Security  
Experimental evaluation on a multimodal biometric database demonstrates the validity of the proposed method.  ...  In this paper, we present a novel framework for biometric template security in multimodal biometric authentication systems based on error correcting codes.  ...  Discussion In this paper, we presented a novel multimodal biometric authentication scheme to enhance protection of stored biometric data.  ... 
doi:10.3233/jcs-2010-0369 fatcat:rxj43wbcmzdbfbl3kzi2cz46gm

Privacy-Aware Biometrics: Design and Implementation of a Multimodal Verification System

Stelvio Cimato, Marco Gamassi, Vincenzo Piuri, Roberto Sassi, Fabio Scotti
2008 2008 Annual Computer Security Applications Conference (ACSAC)  
Combining cryptography and biometrics, several recent works proposed to build the protection in the biometric templates themselves.  ...  A serious concern in the design and use of biometric authentication systems is the privacy protection of the information derived from human biometric traits, especially since such traits cannot be replaced  ...  General Scheme In this section we describe the scheme of our multimodal biometric system.  ... 
doi:10.1109/acsac.2008.13 dblp:conf/acsac/CimatoGPSS08 fatcat:mccjckg6jzgpniwokl2dcgenai

A Proposed Integrated Human Recognition for Security Reassurance

Fatma Susilawati Mohamad, Zahraddeen Sufyanu, Ahmad Salihu Ben-Musa
2015 American Journal of Applied Sciences  
The multimodal biometric systems possessed relative merits or pluses over its counterpart monomodal biometrics.  ...  For this reason, researchers pay great attention to the more advanced biometrics (referred to as multimodal biometrics).  ...  Acknowledgement This work was conducted and financially supported by University Sultan Zainal Abidin (UniSZA), Kuala Terengganu, Terengganu, Malaysia under the Grant No (UniSZA/14/GU/019).  ... 
doi:10.3844/ajassp.2015.155.165 fatcat:xfxak6jzjzdghnrtytvvoegfri

Comparison of levels and fusion approaches for multimodal biometrics

S. Sujana, V. S. K. Reddy
2021 Indonesian Journal of Electrical Engineering and Computer Science  
A reliable and accurate recognition body can be achieved with multimodal biometric methodologies.  ...  In today's world, most of the systems are unimodal biometrics having a lot of limitations to overcome those multimodal biometrics comes in to picture.  ...  [9] suggested a comprehensive face template protection scheme to secure the original face template.  ... 
doi:10.11591/ijeecs.v23.i2.pp791-801 fatcat:j64gws32kzfufa3kg2dfhpxjwi

Face and Thumb Based Multimodal Bio-Metric Authentication using Harris Feature Extraction and Stenography

2020 International journal of recent technology and engineering  
Multimodal can be defined as, a system which uses two or more biometrics for identification of person.  ...  One of the best identification technology for person identification and authentication compared with the existing password based authentication is the multimodal biometric technology.  ...  and increase voice identical efficiency.  ... 
doi:10.35940/ijrte.c4629.099320 fatcat:lirxyrp2cbfltcnocc7rqq4j7a

Template security analysis of multimodal biometric frameworks based on fingerprint and hand geometry

Arvind Selwal, Sunil Kumar Gupta, Surender, Anubhuti
2016 Perspectives in Science  
In this work, three different design frameworks for multimodal biometric systems based on fingerprint and hand geometry modalities are proposed.  ...  efficiency.  ...  Various template security schemes have been discovered for protection of biometric data .  ... 
doi:10.1016/j.pisc.2016.06.065 fatcat:tkvwocgzv5gzzfhz34vo7r6c6m
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