A Novel Approach for Information Security based on Feature and Fuzzy Inference System

Abdalhakeem T  E  Issa

doi:10.17485/ijst/2018/v11i45/137413

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A Novel Approach for Information Security based on Feature and Fuzzy Inference System

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Indian Journal of Science and Technology

DOI: 10.17485/ijst/2018/v11i45/137413

Year: 2018, Volume: 11, Issue: 45, Pages: 1-5

Original Article

A Novel Approach for Information Security based on Feature and Fuzzy Inference System

Abdalhakeem T. E. Issa^*

Department of Computer Science, DCC Shaqra University, Kingdom of Saudi Arabia; [email protected]

^*Author for correspondence
Abdalhakeem T. E. Issa,
Department of Computer Science, DCC Shaqra University, Kingdom of Saudi Arabia; [email protected]

This work is licensed under a Creative Commons Attribution 4.0 International License.

Abstract

Objectives: In this study, features of the pixel and Fuzzy Inference System (FIS) are combined to hide the secret image in the pixels of an image. Method/Statistical Analysis: Features such as texture and edge sensitivity were calculated and combined with the FIS for hiding the information in a carrier image. Findings: Results reveal that this system hides the secret information more effectively. The results of the experiment reveal an accurate information hiding rate of PSNR 53.6592. Application/Improvements: Future enhancements in this work are to propose an efficient algorithm to hide images of group in a single image.

Keywords: Carrier Image, Fuzzy Logic, Secret Information, Steganography, Texture Features