They might actually know for much longer: if your spying devices suddenly stop communicating to you, that's likely you've been discovered.

If that story is true (and I personnaly think it has a high probability to be), what would a gov or a large org do? Investigate, confirm they have been compromised but then.... leave the hw in place and data flowing back to the alien mothership? Unlikely.