In today's dynamic landscape, safeguarding user logon slots is paramount to maintaining robust cybersecurity within enterprise environments. A compromised logon can lead to a cascade of detrimental consequences, comprising data breaches, system outages, and reputational damage. To mitigate these risks, organizations must implement stringent defense