This paper describes how a cartel may enforce a collusive agreement even when it does not observe any of the prices, sales, and costs of the firms. The underlying mechanism applies to both price and quantity competition, allows a wide class of stochastic demand systems, and can be generalized to the case of multi-market collusion.