Intel would be my answer too
Somebody tried to fake a transmission from that empire, while they were already talking to you. LOL
So, what you need to do is restart whatever treaty you had before and explain the situation.
Then build more intelligence facilities (research applied intel if nessesary), and put all your points into defense projects.