They usually even have an explicit provision for withdrawal. For instance:
http://www.sice.oas.org/trade/nafta/chap-22.asp
So could South Korea use protectionism to build up internal industries today? Sure. But it might not want to, if a different set of choices were more likely to favor South Korea.