Function make_sized_bounded_int_monotonic_sum

pub fn make_sized_bounded_int_monotonic_sum<T: Integer>(
    size: usize,
    bounds: (T, T),
) -> Fallible<Transformation<VectorDomain<AtomDomain<T>>, AtomDomain<T>, SymmetricDistance, AbsoluteDistance<T>>>

Make a Transformation that computes the sum of bounded ints, where all values share the same sign.

Citations

• CSVW22 Widespread Underestimation of Sensitivity…
• DMNS06 Calibrating Noise to Sensitivity in Private Data Analysis

Arguments

• size - Number of records in input data.
• bounds - Tuple of lower and upper bounds for data in the input domain.

Generics

• T - Atomic Input Type and Output Type