Data encryption using chaotic mechanical system vibration response signal

It is known that fractional derivatives are increasingly used due to the ability in describing memory effects and uncharacteristic behaviour which further combined with mechanical system to form chaos. These chaotic systems can be used to increase key spaces and hence reducing the potential risk of...

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Main Author: Poa, Jeffry Ming Xiong
Other Authors: Lin Rongming
Format: Final Year Project
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/77731
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-777312023-03-04T18:36:00Z Data encryption using chaotic mechanical system vibration response signal Poa, Jeffry Ming Xiong Lin Rongming School of Mechanical and Aerospace Engineering DRNTU::Engineering::Aeronautical engineering It is known that fractional derivatives are increasingly used due to the ability in describing memory effects and uncharacteristic behaviour which further combined with mechanical system to form chaos. These chaotic systems can be used to increase key spaces and hence reducing the potential risk of brute-force attacks. In this paper, an innovative algorithm for image encryption based on a chaotic mechanical system is proposed. The key idea of the paper is to come up with a chaotic system focusing on the properties of fractional derivatives on the second-order mechanical system. Subsequently, analysis of the chaotic system is conducted to ensure the suitability for image encryption. The algorithm used for encryption focus on combining the plain-image with the chaotic generated response by XOR. The proposed plain-image is successfully encrypted and decrypted with detailed analysis of the randomness and security of the encrypted image. The performance of the proposed algorithm was analysed, and satisfactory results were achieved. Bachelor of Engineering (Aerospace Engineering) 2019-06-04T07:57:55Z 2019-06-04T07:57:55Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/77731 en Nanyang Technological University 54 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Aeronautical engineering
spellingShingle DRNTU::Engineering::Aeronautical engineering
Poa, Jeffry Ming Xiong
Data encryption using chaotic mechanical system vibration response signal
description It is known that fractional derivatives are increasingly used due to the ability in describing memory effects and uncharacteristic behaviour which further combined with mechanical system to form chaos. These chaotic systems can be used to increase key spaces and hence reducing the potential risk of brute-force attacks. In this paper, an innovative algorithm for image encryption based on a chaotic mechanical system is proposed. The key idea of the paper is to come up with a chaotic system focusing on the properties of fractional derivatives on the second-order mechanical system. Subsequently, analysis of the chaotic system is conducted to ensure the suitability for image encryption. The algorithm used for encryption focus on combining the plain-image with the chaotic generated response by XOR. The proposed plain-image is successfully encrypted and decrypted with detailed analysis of the randomness and security of the encrypted image. The performance of the proposed algorithm was analysed, and satisfactory results were achieved.
author2 Lin Rongming
author_facet Lin Rongming
Poa, Jeffry Ming Xiong
format Final Year Project
author Poa, Jeffry Ming Xiong
author_sort Poa, Jeffry Ming Xiong
title Data encryption using chaotic mechanical system vibration response signal
title_short Data encryption using chaotic mechanical system vibration response signal
title_full Data encryption using chaotic mechanical system vibration response signal
title_fullStr Data encryption using chaotic mechanical system vibration response signal
title_full_unstemmed Data encryption using chaotic mechanical system vibration response signal
title_sort data encryption using chaotic mechanical system vibration response signal
publishDate 2019
url http://hdl.handle.net/10356/77731
_version_ 1759855988319453184