No. It's incorrect. You are getting confused between chip design and system design. The EM compatibility and EM interference you are talking about comes into picture during system design and there are procedures to take care of it. I haven't been involved in that since long time, so can't comment on the latest developments in that domain.
As far as chip is concerned, the ruggedness of the chip is decided during backend library characterization. Every technology node (22nm or 7nm) does support military standards which is typically allow the chip to work from -40 deg to 115 deg C temp at military environment. This is taken care of during the backend process and the processes needs to be run at every corner.
It's not that simple. Temperature is just one part even if it does play a huge part. Processors and all assorted components have to survive spalling from a tank shell inside tanks, 9 or 10G performance on fighter aircraft etc. Imagine the huge number of Gs missiles go through. EMP proofing also.
I don't know enough about it, but a lot of work goes into this stuff. There's a lot of testing done for reliability also. By the time all of this is done, the military chips are way behind civilian technology.
Anyway, -40deg to +115deg is not military grade, it's industrial grade. For military grade you need -55deg to +125deg and higher. Engine chips cross 150 deg. Hence GaAs.