Information technology improvements have improved things but also caused security issues, particularly with regard to password file security. Strong security measures are needed for cloud computing, which holds massive amounts of data. This study investigates the possibility of Enhanced Decoy technology and User Behaviour Profiling as a combined strategy to improve cloud server security. Although there are algorithms for both strategies, after recognizing anonymous user behaviour, effectively providing Enhanced Decoy files without raising suspicion is still difficult. In order to provide a complete security solution, a proposed system blends user behaviour profiling and Enhanced Decoy technology. While Enhanced Decoy technology diverts attackers and reveals information about their strategies, User Behaviour Profiling identifies suspicious activity. The suggested approach seeks to enhance cloud-based data security by integrating these techniques. The integration of user behaviour profiling with Enhanced Decoy technology is presented in this study as a viable strategy to address security issues in cloud computing, leading to increased effectiveness and improved data protection.