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SeedSmith: LLM-Agentic Seed Synthesis for Directed Fuzzing

  • Engineer — Learn: Novel research showing an LLM-agentic pipeline that improves directed fuzzer crash-trigger rates by generating semantically aware seed corpora; worth evaluating if your team runs fuzzing campaigns against internal C/C++ codebases, but no immediate change to running systems is required.
  • SOC/IR — Skip
  • Leader — Skip
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