> Bear in mind in wartime we manage to extract useful meaningful data from deliberately obscured and encrypted data

Yes, but data created and encoded by other humans. We would likely not even know where to begin when encountering data (assuming we even recognized it as such) from beings who may perceive reality completely differently.