If you feel uncomfortable in a metro/underground car, slip out as the doors are closing. For bonus security travel back 1d3 (1 to 3) stops, then resume your journey.
Having been mugged once, I'm gonna make 'em work for it if there is a next time.
An ounce of prevention is worth a pound of cure.
Stay safe.