Anything that will attack rust will have acid in it,any acid will,over time etch steel.
Everyone is seeking the magic bullit for rust removal,no such chemical exsists IMO. that will not degrade the underlying steel.It takes fine abrasives and one hell of alot of handwork to restore any razor.
As with most things in life,doing things by hand is the best way.