Unfortunately not. Manual is here: Redirect Notice
It's a cheap unit, so I doubt it bothers with encryption.
Ideally, I'd like to have a 2.4GHz module for the Arduino, but as a last resort I can try tapping into the circuit board.
What are the chances that it'd work with the nRF24L01+ straight off the bat?