This is the plot of the very good sci-fi book The Three-Body Problem and its two sequels. It popularized the dark forest theory a sibling commenter linked to.

That is: if you’re in a forest that’s dead silent, and you’re wondering where all the animals are, it might not be a good idea to start shouting.