Well, broadcasting random noise would be illegal, so...
We both have a shared key, I send you a cat picture over ham radio with the message encoded in the least significant bit of each pixel.
How exactly is that going to be detected? The picture looks virtually the same as the original.
Not everything is about whether or not you get caught.