Solution 1:

The measure you are looking for is the counting measure on the integers (or on the support of the measure associated to $F$). Notice that since $F_p$ takes all its mass on $\mathbb{Z}_{\geq 1}$, if the counting measure of a set is zero, then so is its probability under the measure associated to $F_p$.