Fusion: Practice and Applications FPA 2692-4048 2770-0070 10.54216/FPA https://www.americaspg.com/journals/show/3596 2018 2018 Department of Geology, College of Science, University of Baghdad, Baghdad, Iraq Omar Omar Department of Engineering, University of Information Technology and Communications, Baghdad, Iraq Saba A. Tuama Department of Geology, College of Science, University of Baghdad, Baghdad, Iraq Imad J. Mohammed Department of Planning, Directorate of Private University Education, Ministry of Higher Education and Scientific Research, Baghdad, Iraq Mohammed Ahmed Subhi Artificial Intelligence (AI) can become a great asset to produce cryptographic keys in order to improve the security of the encryption methods. While using machine learning algorithms AI can generate most complex and unpredictable keys to prevent brute-force and cryptanalyst attacks. Key generation using AI also allows the design of cryptographic solutions that adapt to the context in which the key is used. It also enhances the conventional security measures while simultaneously providing great opportunities for creating flexible security solutions. This paper proposed a new text security method based on the integration of the cryptography and steganography, where the suggested method is done based on OpenAI API. The proposed method is consisted of three steps, and these steps are key generation, text encryption, and data embedding. The first step, is utilized by using GPT-2 model to generate set of keys for both cryptography and steganography steps. The second step, is starting by converting the plaintext to ASCII format, then performed modulo arithmetic operation between ASCII values and the keys that generated from the previous step, then convert the achieved equation results to Hexadecimal format, and finally convert these values to binary and these values represent the final ciphertext. The last step of the proposed method is done by hiding the binary values within image, this done by select positions randomly, then used GPT-2 model to generate another set of keys to shift the values of random positions, then applied least significant bit (LSB) algorithm to hide the bits within the final position with different color channels. The proposed approach provides a basis for the development of new-generation secure communication systems in the context of AI. 2025 2025 108 116 10.54216/FPA.190110 https://www.americaspg.com/articleinfo/3/show/3596