A vulnerability is a sum of possible malicious entry points, and a risk represents the possibility of the unauthorized entry itself.

A risk is a potential threat that an exploit applies to, and a vulnerability represents the threat itself

A vulnerability represents a flaw in a security that can be exploited, and the risk is the potential damage it might cause.

A risk is potential threat that adversaries use to infiltrate the network, and a vulnerability is an exploit