I have a private backyard with a fence and I'm having the same problem (whole cherry tomatoes disappearing, but only the ripe ones, not the green ones). I suspect animals. Chicken wire helped some (at least kept things from nibbling the whole plant down to the nub), but not enough. I put up bird netting today and hope that will stop them.