While you can mask the physical(visual) signs of underground facilities with structures located above them, you cannot hide the electro-magnetic emissions.
Yes, EM can cause mutations in plants, and hallucinations in humans, but they are talking in the scale of a photon particle accelerator, not a fan and a toaster.
I would assume if you were to dig into an area of higher that normal magnetic geological formations, you could confuse detectors.