Grayscale Image Authentication using Neural Hashing

Natural and Engineering Sciences

article

Yakup Kutlu¹  Apdullah Yayık² 

[1] Department of Computer Engineering, Faculty of Electrical and Electronics, İskenderun Technical University;Turkish Army Forces

关键词: Image Authentication;    Cryptology;    Hash Function;    Statistical and Security Analysis.;   

DOI  :  10.28978/nesciences.286048

学科分类：数学（综合）

来源: Natural and Engineering Sciences

【 摘 要 】

Many different approaches for neural network based hash functions have been proposed. Statistical analysis must correlate security of them. This paper proposes novel neural hashing approach for gray scale image authentication. The suggested system is rapid, robust, useful and secure. Proposed hash function generates hash values using neural network one-way property and non-linear techniques. As a result security and performance analysis are performed and satisfying results are achieved. These features are dominant reasons for preferring against traditional ones.

【 授权许可】

CC BY