Nur Hafiza Binti ZakariaRamlan MahmodNur Izura UdzirZuriati Ahmad ZukarnainSuriyani Ariffin2024-05-282024-05-2820151947-5500https://oarep.usim.edu.my/handle/123456789/5475The development of block cipher have resulted in a number of cryptographic algorithms such as FOX, BC2, HIGHT, KLEIN, KAMFEE, KAMKAR, ARIA, BLOWFISH256, DESL, REBC2, DSDP, 3D-AES and many more. As time goes by, the evolvement of technology will also contribute towards the development of new block ciphers. Although there have been so much evolvement of the block cipher, the country still needs another block cipher as long as the cipher is secured and met all the security requirements. Other than that, recent advances in the cryptanalysis field motivate new designs. To satisfy the information security requirements and to enhance the information security, we need secured communication and data which can be attained by encrypting the data. In this research, we proposed a new block cipher algorithm based on genetic algorithm approach which shall meet the security requirements. The study identifies the similarity elements and highlights the essential computation elements, namely crossover and mutation that generate idea to computational model. It can be applied in designing a new block cipher that fulfils Shanon�s confusion and diffusion properties. The structure of the components has a fixed block size which is 128 bits and a key size of 128 bits. There are three functions for each encryption process which are substitution function, crossover and mutation function and add round key function. In this research also, the algorithm has been tested with NIST Statistical Test suite to evaluate the randomness of the output. Based on the results, it is proven that the new proposed block cipher algorithm has successfully passed all the security requirements needed. Therefore, this new proposed block cipher can be used by countries, organizations, stakeholders or interested parties as one of the secure algorithm to increase the protection of the information and also will contribute as an alternative to other cryptographic algorithms in computer security research.enS-box, randomness, confusion, diffusion, crossover, mutationArticle