NEED HELP ASAP

Recently a friend needed to rehome a Siamese, due to moving and unable to take him. I agreed to foster him til we could find a home. I have a male cat already. Since he came here he has been aggressive, trying to attack my cat, which I assumed was a dominance thing. Now he's trying to attack me. What do I do to break this behaviour?