Why would you need to prove the difference between noise or encryption?
If they claim is not encrypted it's just noise, prosecute them for broadcasting noise.
If they claim it's not noise it's just encrypted, prosecute them for broadcasting an encrypted signal.
What do you think the practical difference in outcome is?