The document presents a novel image encryption technique using an advanced Hill cipher algorithm that employs an involutory key matrix to address the limitations of traditional Hill cipher methods. This method allows for the encryption of grayscale and color images efficiently while avoiding the need for computing the inverse of the key matrix during decryption. Experimental results demonstrate the efficacy of the proposed algorithm, showing improved encryption results compared to the conventional Hill cipher, particularly for images with uniform backgrounds.