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The Research of Identity Authentication Based on Multiple Biometrics Fusion in Complex Interactive Environment

Yingli Wang, Yan Liu, Hongbin Ma, Qitao Ma, Qun Ding
2019 Journal of network intelligence  
systems outside, and to reduce the impact of environmental factors such as illumination and noise on the performance of the system in practical applications, an authentication method for complex interactive  ...  ; and the final authentication result can be given by the D-S fusion strategy.  ...  This project is supported by the National Natural Science Foundation of China (No. 61471158).  ... 
dblp:journals/jni/WangLMMD19 fatcat:t2jb3ismrrdbbpwt6viome4ewq

Multi-Modal Biometrics Systems: Concepts, Strengths, Challenges and Solutions

2021 International Journal of Advanced Trends in Computer Science and Engineering  
This paper focuses on the use of biometric technology for authentication. The strengths of multimodal biometric systems, together with the challenges of multimodal biometric systems are presented.  ...  The use of Multimodal biometrics systems for authentication is recently attracting the attention of researchers due to its capacity to overcome most of the drawbacks of Unimodal biometric systems.  ...  Most authentication systems focus on the use of Password-based authentication, multi-factor authentication, certificate based authentication.  ... 
doi:10.30534/ijatcse/2021/471032021 fatcat:o6lfl7aykfhmvpq4cv7niiwd5q

A Grid-Based Neural Network Framework For Multimodal Biometrics

Sitalakshmi Venkataraman
2010 Zenodo  
However, for a successful adoption of multimodal biometrics, such systems would require large heterogeneous datasets with complex multimodal fusion and privacy schemes spanning various distributed environments  ...  Hence, this paper proposes a Grid-based neural network framework for adopting multimodal biometrics with the view of overcoming the barriers of performance, privacy and risk issues that are associated  ...  FUSION ISSUES IN MULTIMODAL BIOMETRICS In multimodal biometrics, the multiple biometric data used to establish a person's identity could be based on the following modalities: a) multiple samples (e.g.  ... 
doi:10.5281/zenodo.1073095 fatcat:h6o4guwexra7xbqiyq2x2lhufy

Multimodal Biometrics For Identity Documents And Smart Cards: European Challenge

A. Drygajlo
2007 Zenodo  
Publication in the conference proceedings of EUSIPCO, Poznan, Poland, 2007  ...  HUMAN BEHAVIOUR AND UNSUPERVISED INTERACTIVE INTERFACES FOR MULTIMODAL BIOMETRICS The main research themes of this area are the development of statistical and probabilistic integration models based on  ...  One possible solution to these problems is the endemic use of multiple biometrics.  ... 
doi:10.5281/zenodo.40238 fatcat:fbx2gf47ozak5cqxoe3yr6wblu

Continuous Multimodal Biometric Authentication Schemes: A Systematic Review

Riseul Ryu, Soonja Yeom, Soo-Hyung Kim, David Herbert
2021 IEEE Access  
A range of research proposals have suggested continuous multimodal biometric authentication (CMBA) systems as a reliable solution.  ...  The review has determined however that there is a lack of comparative analysis on CMBA design in terms of combinations of biometric types (behavioural only, physiological only, or both), machine learning  ...  Reinforcement learning does not require accurate inputs and outputs but learns to make a sequence of decisions in an uncertain or complex environment based on each action's reward.  ... 
doi:10.1109/access.2021.3061589 fatcat:7autmcplc5bo3mzsy3at2uolje

Multi-Biometric Systems: A State of the Art Survey and Research Directions

Ramadan Gad, Nawal El-Fishawy, AYMAN EL-SAYED, M. Zorkany
2015 International Journal of Advanced Computer Science and Applications  
A state of the art survey of multi-biometrics benefits, limitations, integration strategies, and fusion levels are discussed in this paper.  ...  The recent research trends toward next biometrics generation in real-time applications. Also, integration of biometrics solves some of unimodal system limitations.  ...  In most cases, multi-biometric based security systems need to operate actively in the real-time public network and authentication environment. IX.  ... 
doi:10.14569/ijacsa.2015.060618 fatcat:6bvpm3ikozajvedqj7os2pbvau

Extending identity management system with multimodal biometric authentication

Bojan Jovanovic, Ivan Milenkovic, Marija Bogicevic-Sretenovic, Dejan Simic
2016 Computer Science and Information Systems  
In order to prevent fraud and unauthorized data access, it is important to ensure the identity of the person who submitted authentication credentials.  ...  Moreover, precision of biometric authentication can be improved by the use of multimodal biometrics.  ...  Acknowledgement This work is a part of the project Multimodal biometry in identity management, funded by Ministry of Education and Science of Serbia, contract number TR-32013.  ... 
doi:10.2298/csis141030003j fatcat:dwz5baknlbfctajxguv6bck6ye

Applying Biometric Principles to Avatar Recognition

Marina L. Gavrilova, Roman V. Yampolskiy
2010 2010 International Conference on Cyberworlds  
This paper presents current state of the art in virtual reality security, focusing specifically on emerging methodologies for avatar authentication.  ...  Just like it is necessary to be able to accurately authenticate identity of human beings, it is becoming essential to be able to determine identities of the non-biological entities.  ...  The authors would like to acknowledge the contributions of the members of Biometric Technologies Laboratory (BTLab) at the University of Calgary, as well as Prof.  ... 
doi:10.1109/cw.2010.36 dblp:conf/cw/GavrilovaY10 fatcat:e7lcau355zcvbps5wvra2gznsm

Applying Biometric Principles to Avatar Recognition [chapter]

Marina L. Gavrilova, Roman Yampolskiy
2011 Lecture Notes in Computer Science  
This paper presents current state of the art in virtual reality security, focusing specifically on emerging methodologies for avatar authentication.  ...  Just like it is necessary to be able to accurately authenticate identity of human beings, it is becoming essential to be able to determine identities of the non-biological entities.  ...  The authors would like to acknowledge the contributions of the members of Biometric Technologies Laboratory (BTLab) at the University of Calgary, as well as Prof.  ... 
doi:10.1007/978-3-642-22336-5_8 fatcat:nk33miifcrblxpeoki2agwc3gu

Secure Multimodal Authentication Scheme for Wireless Sensor Networks

Preetha Shivanna, Sheela Samudrala Venkatesiah
2021 International Journal of Safety and Security Engineering  
The main objective is the fusion of fingerprint and iris biometric features at feature level to enable additional accuracy to verify and match user identity with stored templates.  ...  Biometric recognition error, lack of anonymity and vulnerability to attacks, user verification problem, revocation problem and disclosure of session key by the gateway node are some of the security flaws  ...  Multimodal biometric system can operate in one of three different modes: • Serial-The output of one biometric trait is typically used to narrow down the number of possible identities before the next trait  ... 
doi:10.18280/ijsse.110605 fatcat:haobpcieang2thsk2ncrq2suxa

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  
Up-to-date review of the existing literature revealing the current state-of-art suggestions is provided, based on the different levels of fusion and the employed protection algorithms, while an outlook  ...  Two or more biometric measurements for the same identity are extracted, stored and compared during the enrollment, authentication and identification processes.  ...  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

A Comprehensive Overview of Biometric Fusion [article]

Maneet Singh, Richa Singh, Arun Ross
2019 arXiv   pre-print
Finally, some of the research challenges in biometric fusion are enumerated. The purpose of this article is to provide readers a comprehensive overview of the role of information fusion in biometrics.  ...  Multibiometric systems utilize the principle of fusion to combine information from multiple sources in order to improve recognition accuracy whilst addressing some of the limitations of single-biometric  ...  Ross was supported by the US National Science Foundation under Grant Numbers 1618518 and 1617466 during the writing of this article.  ... 
arXiv:1902.02919v1 fatcat:4ujumax47vc5hgbddi666fkhda

A survey on behavioral biometric authentication on smartphones

Ahmed Mahfouz, Tarek M. Mahmoud, Ahmed Sharaf Eldin
2017 Journal of Information Security and Applications  
The authentication systems that have been built based on these behavioral biometric traits are known as active or continuous authentication systems.  ...  We present the components and the operating process of the active authentication systems in general, followed by an overview of the state-of-the-art behavioral biometric traits that used to develop an  ...  Acknowledgments We would like to thank our colleagues for their feedback on the earlier version of this Paper.  ... 
doi:10.1016/j.jisa.2017.10.002 fatcat:tuhwquiijrhyzf6xasqfmmy3rm

SEMBA:SEcure multi-biometric authentication [article]

Giulia Droandi, Mauro Barni, Riccardo Lazzeretti, Tommaso Pignata
2018 arXiv   pre-print
In this paper, we propose to leverage on the superior performance of multimodal biometric recognition to improve the efficiency of a biometric-based authentication protocol operating on encrypted data  ...  In the proposed protocol, authentication relies on both facial and iris biometrics, whose representation accuracy is specifically tailored to trade-off between recognition accuracy and efficiency.  ...  The first one is an interactive protocol based on Pailler cryptosystem which is secure against a semi-honest adversary, the second one is a non-interactive protocol based on BNG [24] cryptosystem, which  ... 
arXiv:1803.10758v1 fatcat:7tlzmyjsgfe4xizrb6xy5sej2q

eBiometrics: an enhanced multi-biometrics authentication technique for real-time remote applications on mobile devices

Torben Kuseler, Ihsan Lami, Sabah Jassim, Harin Sellahewa, Sos S. Agaian, Sabah A. Jassim
2010 Mobile Multimedia/Image Processing, Security, and Applications 2010  
Using Biometric template security techniques in real-time biometric-based authentication are key factors for successful identity verification solutions, but are venerable to determined attacks by both  ...  Also, this study proposes the use of a combination of biometric modalities to provide application specific authentication in a secure environment, thus achieving optimum security level with effective processing  ...  Fusion of biometric modalities In applications where more than one biometric modality is used (e.g. face and voice), the fusion of the different modalities is one of the key factors of the overall security  ... 
doi:10.1117/12.850022 fatcat:qb3v6gp2rvcuhpbsckkoxvmiym
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