AutoUpdate.exe is a known trojan, or a known spyware or more commonly an AT&T software update program. We haven't been able to find any circumstances where this process was actually even needed. We suggest removing this. Make sure you check here for more information.
Fix AutoUpdate.exe Errors: Free Scan