Encryption isn't all that interesting. Any alien signal won't be built on our protocols or use our language. We are unable to understand an alien signal whether encrypted or not. The signal will look artificial either way.

The real assumption is that aliens capable of transmitting signals over galactic distances are still using RF to communicate.