Depatment of Computer Science

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Browsing Depatment of Computer Science by Author "Akinbowale Nathaniel Babatunde, Oke Afeez Adeshina, Abdulkareem Ayopo Oloyede, Bello Aisha Oiza"

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    Enhanced Image Security using Residue Number System and New Arnold Transform
    (Department of Computer Engineering, Universitas Diponegoro, 2021-10-31) Akinbowale Nathaniel Babatunde, Oke Afeez Adeshina, Abdulkareem Ayopo Oloyede, Bello Aisha Oiza
    This paper aims to improve the image scrambling and encryption effect in traditional two-dimensional discrete Arnold transform by introducing a new Residue number system (RNS) with three moduli and the New Arnold Transform. The study focuses on improving the classical discrete Arnold transform with quasi-affine properties, applying image scrambling and encryption research. The design of the method is explicit to three moduli set {2n, 2n+1+1, 2n+1-1}. These moduli set includes equalized and shapely moduli leading to the effective execution of the residue to binary converter. The study employs an arithmetic residue to the binary converter and an improved Arnold transformation algorithm. The encryption process uses MATLAB to accept a digital image input and subsequently convert the image into an RNS representation. The images are connected as a group. The resulting encrypted image uses the Arnold transformation algorithm. The encrypted image is used as input at decryption using the anti-Arnold (Reverse Arnold) transformation algorithm to convert the picture to the original RNS (original pixel value). Then the RNS was used to retransform the original RNS to its binary form. Security analysis tests, like histogram analysis, keyspace, key sensitivity, and correlation coefficient analysis, were administered on the encrypted image. Results show that the hybrid system can use the improved Arnold transform algorithm with better security and no constraint on image width and size. Keywords - Cryptosystem, Forward conversion, Residue Number System, Reverse Conversion