Definitely the paper. My dad bought our dog many years ago for $30 from an ad in the paper. She's a golden retriever/yellow lab mix, both parents were purebreds.
Oh, and think a little bit about the environment you can provide for a dog before you buy one. "small white furry puppy" encompasses quite a few breeds with different needs.