My prosumer ubiquiti gear will give me the MAC address and AP that the device is connected to, along with signal strength. WiFiman and a 5 minute walk will give me the mapping of where had that signal strength from that AP and at that point I could find the device with a physical search. There is no way that this device can’t be found in a few hours by anyone who is even vaguely paying attention.