@Cytapo after contacting TP-link's support I was told that the camera is likely defected and was encouraged to get it replaced by the store (which I did).

Hello, my C410 camera started turning on and off by itself yesterday. It's been going on like that sporadically and repeatedly during the day. I tried resetting it, removing and adding it back to the...