Hijackings

I recently found that hijackings has got a bit more bothersome, as they rewrite values in the registry after deleteion. There is no software rewriting as far as i can tell, all i know is after i find the value of the hijacking of the web page, and i delete it, i exit regedit, and press my homepage button on my keyboard, the value is already been rentered, how can i stop this?