I am running my application as local user administrator, but for some strange reason SeDebugPriviledge is missing from the token list of my process.
Is there any way I can add it ? (Not enabling it because it's missing).
Use AdjustTokenPrivileges
to enable the privilege. This example on MSDN shows you how to do so.
Note that this will only be effective is your are running the process elevated.