This project introduces an advanced web application firewall that combines machine learning, artificial intelligence, and advanced encryption algorithms to provide real-time protection against cyber-attacks. It offers automated self-penetration testing, mutation-based threat detection, and a unique cryptography technique for data security. The firewall’s multifunctional approach and cost-effectiveness contribute to a safer digital environment for individuals, businesses, and organizations.