LLM-generated reachable seeds and bug-specific mutators speed up directed fuzzing on 14 known CVEs, with several bugs found in under a minute.
Large language models are edge-case generators: Crafting unusual programs for fuzzing deep learning libraries
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Fuzzing: Randomness? Reasoning! Efficient Directed Fuzzing via Large Language Models
LLM-generated reachable seeds and bug-specific mutators speed up directed fuzzing on 14 known CVEs, with several bugs found in under a minute.