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coverage-guided

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An AI-augmented hybrid fuzzer built on AFL++ to bypass validity barriers in structured parsers. By feeding AFL++ with structurally valid inputs generated via local AI, it penetrates initial validation layers to uncover deep-logic, real-world bugs under a responsible disclosure framework.

  • Updated Jun 17, 2026

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