ExplainFuzz generates coherent, constraint-satisfying test inputs via grammar-compiled probabilistic circuits, raising bug-trigger rates from 35% to 63% in SQL and 10% to 100% in XML over mutational fuzzing.
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ExplainFuzz: Explainable and Constraint-Conditioned Test Generation with Probabilistic Circuits
ExplainFuzz generates coherent, constraint-satisfying test inputs via grammar-compiled probabilistic circuits, raising bug-trigger rates from 35% to 63% in SQL and 10% to 100% in XML over mutational fuzzing.