A microphone and some basic ML?

Sort of tongue in cheek, since I don't know the range of state of the art acoustic side-channel taps. I guess you'd also probably have power fluctuations and network timing channels to exploit.

Plus, a lot of different points at which to attempt to insert a second stage into the connected devices themselves, using all the tricks everyone else in this thread has mentioned.