I recall Vietnam managing to survive the US Army despite lacking planes and tanks. Holding land ultimately requires boots on the ground, so unless the government plans to engage in total war against an insurrection (mass bomb American cities), guerrilla will be possible.

It's also highly likely a portion of the army would defect if things get that far, making it less a revolution and more a civil war.