International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

http://airccse.org/journal/ijnsa.html

January 2021 - Top 10 Read Articles in Network Security & Its Applications:

https://www.academia.edu/45055704/January_2021_Top_10_Read_Articles_in_Network_Security_and_Its_Applications

Contact us:

Here's where you can reach us: ijnsa@airccse.org (or) ijnsa@aircconline.com

Submission Link:

http://coneco2009.com/submissions/imagination/home.html

International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

http://airccse.org/journal/ijnsa.html

Feature Extraction using Sparse SVD for Biometric Fusion in Multimodal Authentication

Pavan Kumar K, P. E. S. N. Krishna Prasad, M. V. Ramakrishna and B.D.C.N. Prasad, Prasad V. Potluri Siddhartha Institute of Technology, India

ABSTRACT

Token based security (ID Cards) have been used to restrict access to the Secured systems. The purpose of Biometrics is to identify / verify the correctness of an individual by using certain physiological or behavioural traits associated with the person. Current biometric systems make use of face, fingerprints, iris, hand geometry, retina, signature, palm print, voiceprint and so on to establish a person’s identity. Biometrics is one of the primary key concepts of real application domains such as aadhar card, passport, pan card, etc. In this paper, we consider face and fingerprint patterns for identification/verification. Using this data we proposed a novel model for authentication in multimodal biometrics often called ContextSensitive Exponent Associative Memory Model (CSEAM). It provides different stages of security for biometrics fusion patterns. In stage 1, fusion of face and finger patterns using Principal Component Analysis (PCA), in stage 2 by applying Sparse SVD decomposition to extract the feature pa tterns from the fusion data and face pattern and then in stage 3, using CSEAM model, the extracted feature vectors can be encoded. The final key will be stored in the smart cards as Associative Memory (M), which is often called Context-Sensitive Associative Memory (CSAM). In CSEAM model, the CSEAM will be computed using exponential kronecker product for encoding and verification of the chosen samples from the users. The exponential of matrix can be computed in various ways such as Taylor Series, Pade Approximation and also using Ordinary Differential Equations (O.D.E.). Among these approaches we considered first two methods for computing exponential of a feature space. The result analysis of SVD and Sparse SVD for feature extraction process and also authentication/verification process of the proposed system in terms of performance measures as Mean square error rates will be presented.

KEYWORDS

Biometrics; Biometric fusion; Face; Fingerprint; Context-Sensitive Exponent Associative Memory Model (CSEAM); Kronecker Product; Exponential Kronecker Product (eKP); Multimodal Authentication; Singular Value Decomposition (SVD); Sprase SVD (SSVD)

Original Source URL: http://airccse.org/journal/nsa/5413nsa06.pdf

Volume Link: http://airccse.org/journal/jnsa13_current.html

2nd International Conference on Big Data, Blockchain and Security (BDBS 2021)

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2nd International Conference on Big Data, Blockchain and Security (BDBS 2021)

February 20~21, 2021, Dubai, UAE

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Submission Deadline : February 07, 2021

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International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

http://airccse.org/journal/ijnsa.html

Scope & Topics

The International Journal of Network Security & Its Applications (IJNSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer Network Security & its applications. The journal focuses on all technical and practical aspects of security and its applications for wired and wireless networks. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern security threats and countermeasures, and establishing new collaborations in these areas.

Topics of Interest include, but are not limited to, the following

 

• Network and Wireless Network Security
• Mobile, Ad Hoc and Sensor Network Security
• Peer-to-Peer Network Security
• Database and System Security
• Intrusion Detection and Prevention
• Internet Security & Applications
• Security & Network Management
• E-mail security, Spam, Phishing, E-mail fraud
• Virus, worms, Trojan Protection
• Security threats & countermeasures (DDoS, MiM, Session Hijacking, Replay attack etc,)
• Ubiquitous Computing Security
• Web 2.0 security
• Cryptographic protocols
• Performance Evaluations of Protocols & Security Application

Paper Submission

Authors are invited to submit papers for this journal through Email: ijnsa@airccse.org or through Submission System. Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this Journal.

Important Dates

·        Submission Deadline: February 06, 2021

·        Notification: March 06, 2021

·        Final Manuscript Due: March 14, 2021

·        Publication Date: Determined by the Editor-in-Chief

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Current Issue URL: http://airccse.org/journal/jnsa21_current.html

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International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)

ISSN 0974 - 9330 (Online); 0975 - 2307 (Print)

http://airccse.org/journal/ijnsa.html

Current Issue: January 2021, Volume 13, Number 1

Resolving Network Defense Conflicts with Zero Trust Architectures and Other End-to-End Paradigms 

William R. Simpson and Kevin E. Foltz, The Institute for Defense Analyses (IDA), USA

http://aircconline.com/abstract/ijnsa/v13n1/13121ijnsa01.html

http://aircconline.com/ijnsa/V13N1/13121ijnsa01.pdf

Analysis of Machine Learning Algorithms with Feature Selection for Intrusion Detection using UNSW-NB15 Dataset 

Geeta Kocher1 and Gulshan Kumar2, 1MRSPTU, India, 2SBSSTC, India

http://aircconline.com/abstract/ijnsa/v13n1/13121ijnsa02.html

http://aircconline.com/ijnsa/V13N1/13121ijnsa02.pdf

Designing a Cyber-security Culture Assessment Survey Targeting Critical Infrastructures During Covid-19 Crisis 

Anna Georgiadou, Spiros Mouzakitis and Dimitrios Askounis, National Technical University of Athens, Greece

http://aircconline.com/abstract/ijnsa/v13n1/13121ijnsa03.html

http://aircconline.com/ijnsa/V13N1/13121ijnsa03.pdf

Defeating MITM Attacks on Cryptocurrency Exchange Accounts with Individual User Keys 

Cheman Shaik, VISH Consulting Services Inc, USA

http://aircconline.com/abstract/ijnsa/v13n1/13121ijnsa04.html

http://aircconline.com/ijnsa/V13N1/13121ijnsa04.pdf

Game Theory Application Resources Management and Distribution in Blockchain Network 

Cong Hung Tran1, Dien Tam Le1,2, Thanh Hieu Huynh3, 1Posts and Telecommunications Institute of Technology, Vietnam, 2Thu Duc Technology College, Vietnam, 3Saigon University, Vietnam

http://aircconline.com/abstract/ijnsa/v13n1/13121ijnsa05.html

http://aircconline.com/ijnsa/V13N1/13121ijnsa05.pdf

Volume Link: http://airccse.org/journal/jnsa21_current.html

International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

http://airccse.org/journal/ijnsa.html

Google Scholar Link:

https://scholar.google.co.in/citations?hl=en&user=lhj_6AYAAAAJ

Submission Deadline: February 06, 2021

Contact us:

Here's where you can reach us: ijnsa@airccse.org (or) ijnsa@aircconline.com

Submission Link:

http://coneco2009.com/submissions/imagination/home.html

International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

http://airccse.org/journal/ijnsa.html

Scope:

The International Journal of Network Security & Its Applications (IJNSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer Network Security & its applications. The journal focuses on all technical and practical aspects of security and its applications for wired and wireless networks. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern security threats and countermeasures, and establishing new collaborations in these areas.

Submission Deadline: February 06, 2021

Contact us:

Here's where you can reach us: ijnsa@airccse.org (or) ijnsa@aircconline.com

Submission Link:

http://coneco2009.com/submissions/imagination/home.html