Comment by rwz

If the device does anything with network, other devices can likely sniff a lot of information about it with high degree of accuracy based on how they react to certain network probes. But also lot of useful protocols rely on devices explicitly announcing themselves and their capabilities, like Bonjour or Chromecast.