Older ones, yes. I don't even need a key, a screwdriver will start it in a pinch.
Newer ones, with all the EPA-mandated electronic controls? Dunno for sure, but I doubt it.
Also, last I knew, the circuit traces on a printed circuit board were enough "antenna" for an EMP to toast the board.