AFAIK, it is technically illegal under the Wireless Telegraphy Act to operate a receiver or transmitter in the airbands without both the radio and the operator being licenced.
Now, on the matter of being caught, if you're not making malicious transmissions, IMHO you will never be caught in a month of sundays. The police have
much bigger fish to fry.