This issue comes up with BitDefender or similar anti-virus software. Add Quill to the list of trusted applications if that's your case.
Otherwise, it can also happen if you have a corrupt user directory (because it was renamed or moved it for example). In which case, creating a new windows user and launching logged in as that user might help. If those two fail, try launching Quill as Administrator.