dog aggression towards cats

Hello I am looking for help urgently. We just rescued a 1.5 year old doberman pincher gal. She is good with my other 2 dogs but has been harassing my cats. I am terrified she is going to hurt them. She doesn't mind them if we are all hanging out but as soon as they want to leave and run off she...