Been using a little fake phone charger that's actually a hidden camera in Hotels for years now, and didn't see anyone come in.

Sure, its possible the maids are secretly 31337 h4xx0rs and noticed the device, pulled it, plugged it into their computers, deleted the video, and replaced it, but I somehow doubt it.