In an era where digital communications and data exchange are integral to daily operations, ensuring network security has become a critical priority. Cryptographic encryption techniques have long served as the foundation for securing sensitive information. However, the increasing sophistication of cyberattacks calls for more adaptive and intelligent approaches. Artificial Intelligence (AI) has emerged as a transformative tool capable of addressing these challenges by enhancing the efficiency, scalability, and robustness of cryptographic systems.