To successfully perform dumping, you have to have access to excess supply capable of disrupting that market.
So if that's the expected outcome, it might be better to prevent competitors from building factories in the first place.
(Legitimately asking: I don't know the answer ... but based on most US business law my strong suspicion is ... no, they don't.)