We usually just bring Wipes and Dipes, stuff them under the stroller, no diaper bag.... but man, you guys are making me think twice with the Diaper bandits on the prowl...lol.
I never leave my camera under the stroller, or any valuables, but I would leave a diaper bag if I brought one.