I believe Eraser is a trojan, spyware, adware cleaner and privacy blocker, rather than a hard disk wipe.
WW is right about the various hd manu's having utilities to work on their drives. One such is low-level formatting, which supposedly returns a drive to factory condition. Check out your hd makers' web site for available programs.