Universiti Teknologi Malaysia Institutional Repository

Dynamic hashing technique for bandwidth reduction in image transmission

Noroozi, Erfaneh (2015) Dynamic hashing technique for bandwidth reduction in image transmission. PhD thesis, Universiti Teknologi Malaysia, Advanced Informatics School.

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Abstract

Hash functions are widely used in secure communication systems by generating the message digests for detection of unauthorized changes in the files. Encrypted hashed message or digital signature is used in many applications like authentication to ensure data integrity. It is almost impossible to ensure authentic messages when sending over large bandwidth in highly accessible network especially on insecure channels. Two issues that required to be addressed are the large size of hashed message and high bandwidth. A collaborative approach between encoded hash message and steganography provides a highly secure hidden data. The aim of the research is to propose a new method for producing a dynamic and smaller encoded hash message with reduced bandwidth. The encoded hash message is embedded into an image as a stego-image to avoid additional file and consequently the bandwidth is reduced. The receiver extracts the encoded hash and dynamic hashed message from the received file at the same time. If decoding encrypted hash by public key and hashed message from the original file matches the received file, it is considered as authentic. In enhancing the robustness of the hashed message, we compressed or encoded it or performed both operations before embedding the hashed data into the image. The proposed algorithm had achieved the lowest dynamic size (1 KB) with no fix length of the original file compared to MD5, SHA-1 and SHA-2 hash algorithms. The robustness of hashed message was tested against the substitution, replacement and collision attacks to check whether or not there is any detection of the same message in the output. The results show that the probability of the existence of the same hashed message in the output is closed to 0% compared to the MD5 and SHA algorithms. Amongst the benefits of this proposed algorithm is computational efficiency, and for messages with the sizes less than 1600 bytes, the hashed file reduced the original file up to 8.51%.

Item Type:Thesis (PhD)
Additional Information:Thesis (Ph.D) - Universiti Teknologi Malaysia, 2015; Supervisor : Assoc. Prof. Dr. Salwani Mohd. Daud
Subjects:T Technology > T Technology (General)
Divisions:Advanced Informatics School
ID Code:77645
Deposited By: Fazli Masari
Deposited On:26 Jun 2018 07:37
Last Modified:26 Jun 2018 07:37

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