SynapseFlow uses dataflow-based function grouping and a staged rollback LLM workflow to auto-generate fuzz harnesses, achieving higher coverage and bug detection than prior tools on 25 C projects.
Sok: Eternal war in memory
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Thinking More, Harnessing Better: State Machine Guided Harness Automatic Generation with Project Digestion and Workflow Decomposition
SynapseFlow uses dataflow-based function grouping and a staged rollback LLM workflow to auto-generate fuzz harnesses, achieving higher coverage and bug detection than prior tools on 25 C projects.