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The checks verify construction, invocation, finite output, and OpenDP's own privacy-map relation. They are implementation checks, not an empirical proof of differential privacy.

Usage

run_dp_backend_tests()

Value

A structured check result. The function fails closed if OpenDP is unavailable.