BinFuzzing (with El El EM)

BinFuzzing (with El El EM)

Edited
Jan 25, 2026 7:43 PM
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Corpus

image
  1. Have LLM read code and generate initial seeds that will maximize code coverage
  2. For more complex file types, better approach might be to use web crawled (CommonCrawl), then distill based on the smallest files that induce new code coverage

Flow

  1. Generate an instrumented compiled application with AFL++
  2. Generate a regularly compiled application for debugging