In this paper, a brand-new approach to image encryption is put forth that is based on the new Beta chaotic map, the Beta wavelet, and the Latin square. The proposed strategy is made up of various steps. The Wavelet Beta map is used to produce the random key after generating the Latin square S-box. The encryption stage uses the obtained key. The ciphered images have undergone numerous tests after the encryption procedures, including histogram analysis, information entropy analysis, and differential analysis. The results, which demonstrate that the proposed method has high efficiency and satisfactory security, are promising when compared to earlier systems and demonstrate that it is appropriate for image data transmission