Not hard at all, in fact FBI or some other letter-agency found their switches and routers had hardware backdoors in them back in 2009 I believe, it was kind of a big deal back then.

Since then US stepped up their cyber-warfare capabilities by forming a cyber-warfare department within Pentagon and such, probably also increasing the sampling rate and testing methods of their procured devices from foreigners.