With the evolution of cyber threats, cloud and AI environments have become primary targets for attacks. It is now essential for survival to strengthen security, rather than just an option. The advancement of cloud computing and AI technologies drives worldwide tech development, but also leads to rising cybersecurity issues. As these technologies become more embedded