Binary Numbers Activities

My 6-year old seems to be very interested in binary numbers and I'd like to explore the concept of base 2 (and possibly other bases) with him further. He loves anything that has to do with secret messages, codes, and "secret missions". What games/activities can I do with him to explore binary numbers in a playful way?