Enhancement of confidentiality and integrity during big data transmission using a hybrid technique

The most fundamental issues of any data transmission over the internet are maintaining its confidentiality and integrity. The data integrity may suffer due to unauthentic interferences or various transmission errors. These issues increase when the transmitted file size is extremely large. Many resea...

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Main Authors: Bhattacharjee, S., Rahim, L.B.A., Aziz, I.B.A.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.26027 /
Published: Asian Research Publishing Network 2015
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84953374916&partnerID=40&md5=69dfe2e1884ac47556356babe4376241
http://eprints.utp.edu.my/26027/
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spelling utp-eprints.260272021-08-30T08:50:22Z Enhancement of confidentiality and integrity during big data transmission using a hybrid technique Bhattacharjee, S. Rahim, L.B.A. Aziz, I.B.A. The most fundamental issues of any data transmission over the internet are maintaining its confidentiality and integrity. The data integrity may suffer due to unauthentic interferences or various transmission errors. These issues increase when the transmitted file size is extremely large. Many researches have been performed to address these issues individually. However, there is no integrated technique being suggested in previous researches to address both these issues in big data transmission system. Therefore, we have proposed a new error control technique and a unique LSB (Least Significant Bit) based audio steganography technique and combined them to develop a hybrid technique. The proposed control technique is designed to remove all discrete or continuous data errors and to provide a backup system for accidental data loss. The proposed steganography technique is developed to offer high confidentiality, protect various security attacks and to enhance robustness against various errors. The result section shows its capacity to produce robustness against various errors in terms of signal to noise ratio, uncorrectable error rate and percentage of data loss. The confidentiality level is shown by calculating frequency and amplitude difference between the original and stego samples. Its capacity to protect various attacks has been tested by calculating entropy values. All tests are performed in wireless environment using different types and different sizes of input files. Asian Research Publishing Network 2015 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84953374916&partnerID=40&md5=69dfe2e1884ac47556356babe4376241 Bhattacharjee, S. and Rahim, L.B.A. and Aziz, I.B.A. (2015) Enhancement of confidentiality and integrity during big data transmission using a hybrid technique. ARPN Journal of Engineering and Applied Sciences, 10 (23). pp. 18029-18038. http://eprints.utp.edu.my/26027/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description The most fundamental issues of any data transmission over the internet are maintaining its confidentiality and integrity. The data integrity may suffer due to unauthentic interferences or various transmission errors. These issues increase when the transmitted file size is extremely large. Many researches have been performed to address these issues individually. However, there is no integrated technique being suggested in previous researches to address both these issues in big data transmission system. Therefore, we have proposed a new error control technique and a unique LSB (Least Significant Bit) based audio steganography technique and combined them to develop a hybrid technique. The proposed control technique is designed to remove all discrete or continuous data errors and to provide a backup system for accidental data loss. The proposed steganography technique is developed to offer high confidentiality, protect various security attacks and to enhance robustness against various errors. The result section shows its capacity to produce robustness against various errors in terms of signal to noise ratio, uncorrectable error rate and percentage of data loss. The confidentiality level is shown by calculating frequency and amplitude difference between the original and stego samples. Its capacity to protect various attacks has been tested by calculating entropy values. All tests are performed in wireless environment using different types and different sizes of input files.
format Article
author Bhattacharjee, S.
Rahim, L.B.A.
Aziz, I.B.A.
spellingShingle Bhattacharjee, S.
Rahim, L.B.A.
Aziz, I.B.A.
Enhancement of confidentiality and integrity during big data transmission using a hybrid technique
author_sort Bhattacharjee, S.
title Enhancement of confidentiality and integrity during big data transmission using a hybrid technique
title_short Enhancement of confidentiality and integrity during big data transmission using a hybrid technique
title_full Enhancement of confidentiality and integrity during big data transmission using a hybrid technique
title_fullStr Enhancement of confidentiality and integrity during big data transmission using a hybrid technique
title_full_unstemmed Enhancement of confidentiality and integrity during big data transmission using a hybrid technique
title_sort enhancement of confidentiality and integrity during big data transmission using a hybrid technique
publisher Asian Research Publishing Network
publishDate 2015
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84953374916&partnerID=40&md5=69dfe2e1884ac47556356babe4376241
http://eprints.utp.edu.my/26027/
_version_ 1741197071622340608
score 11.62408

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