In recent years, businesses have turned to cloud computing for its scalability, flexibility, and cost-effectiveness. However, this move to the cloud has raised significant security concerns. With sensitive data and critical operations moving to cloud platforms, ensuring robust security measures has become a top priority to fend off threats. The shared responsibility model between cloud providers and users makes cloud environments dynamic and security management more complex.