Black swan events are highly improbable events that have great, negative impact. Conspiracy theories are coping mechanisms for black swan events: They try to explain them. However, conspiracy theories are epistemologically defective because they mistake the very low probability of black swan events as impossibility, and thus, a conspiracy as the only possible explanation.
Read Marko Kovic’s article Probability, black swan events and conspiratorial thinking on Skeptiker.