You found it. Good.
For those who still don't know, right click on the icon and select "Hide Desktop Shield".
Additionally, users may also wish to go to Settings > Basic > disable "Enable balloon notification and user prompts", and in UI Tweaks > disable "Display simple user and mini prompts" if you previously enabled it.