KQFuzz uses library-source knowledge to guide LLM test generation and mutations, raising fuzzing coverage by up to 18.44% and finding 13 confirmed bugs in quantum libraries.
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KQFuzz: Knowledge-Guided Fuzzing for Quantum Libraries via Large Language Models
KQFuzz uses library-source knowledge to guide LLM test generation and mutations, raising fuzzing coverage by up to 18.44% and finding 13 confirmed bugs in quantum libraries.