Good question - I would imagine they would fight back or run away. Hopefully, they are harder to domesticate than their wild counterparts making it less attractive to thieves.
Hopefully, mounts are unstealable in certain areas. Like the home stable....they will fight until they are killed.
If not, I can see mount stealing being popular during off-peak hours.