I say nuke 'em!
Better yet, send another probe emitting the worst music on Earth.
Or would that be looked upon as a declaration of war?
The original probe did include Stravinsky's The Rites of Spring
as one of NASA's greatest hits.
Since it caused violent riots to break out in the audience at its premiere it is sure to fire up the murderous blood of any self-respecting invading aliens.