The burden of doubt
We often talk about giving people the benefit of the doubt, but seldom talk about its opposite, to the point that no agreed upon phrase for it exists. The best I could come up with is the “burden of doubt”, which largely applies to courtroom settings. Even with the help of judicial documents, the phrase is not very popular.