The attacker can impersonate the victim, get a valid x509 certificate issued to it, and create a perfect replica of their website/api/whatever.
The attacker can perform a man-in-the-middle attack on the victim - record traffic, inject traffic, manipulate traffic, etc.
The attacker can just deny access to the victim - just drop packets meant for the victim.