This document presents a novel approach combining cryptography and steganography to create a secure data transmission system using the AES algorithm for encryption and DCT for hiding messages in images. The proposed method enhances security through multiple keys and is designed to withstand attacks while ensuring high quality of the stego image. Comparisons of different encoding formats indicate the system's efficiency, particularly highlighting the robustness and security of the combination technique.