SuperiorAds is an adware-related application, including a plugin for Microsoft Internet Explorer.
SuperiorAds installs a Browser Helper Object with registry entries set under:
HKLM\SOFTWARE\Microsoft\Windows\CurrentVersion\Explorer\Browser Helper Objects
SuperiorAds may also have a run-key registry entry set to re-register the plugin on startup using the existing <System>\rundll32.exe application.