Corruption can only exist when there is something corrupt; hence, it only occurs in a centralized society.
"Corrupt" isn't an inherent property of the universe, so your first clause isn't accurate. Corruption occurs when a small dominant group of people exploit others for their own benefit. This is exactly the outcome of all monetary systems, regardless of the nature of the associated society.