Mine looks exactly the same. I've been meaning to fix it... I'm embarrassed that I still haven't. Here's what to do.

Fold sandpaper to a point and sand off any rust.

Apply primer to bare metal with a q-tip.

Apply touch up paint after the primer dries.

Good as new.