Our shelter was held up by the bikes, so we were hoping one of us would notice if someone let it down.
We weren't really noticeable until sunrise, when we were drifting in and out of sleep, so it wasn't too big of a window in which they could have got taken.
Used the old bivvy principle of "arrive late, leave early".