Agreed, new battery should do the trick. I had the same problem (as did the previous owner, judging from his records). Mysterious battery drainage in the middle of the night (those darn electron gremlins). What did I find out:

Old Exide battery = Baaaad!
New Interstate battery = Mmmmmm, goood!

Brian