We have a little Jack Russell and she does NOT like any cats but our own.
One day, there were other cats in our yard and she got so crazy barking at them that she jumped on our toilet, jumped on the window sill and jumped right out the window to go chase that cat.
To this day, it's impossible to keep her in the house if she wants to go out 
How about you?