I'm doing some network research, I want to find all the IoT devices (or at least devices that could be IoT) from .pcap files. Do IoT devices have some unique traffic characteristics, traffic pattern or identification (eg. protocols, ports, etc)? I can't find the answer. IoT devices are relatively new so there is not that much documentation about it.
There are many characteristics, but because this is a new field with insufficient standardization - there is no solution to find all devices, and you will have to use several different methods.
There are many more complex ways of using the fact that most of the communication is pre-defined. Devices have unique patterns of communication - like specific times between requests for example.