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Statistical Analysis of Executability and Program Equivalence in Decompilation for IoT Vulnerability Detection

Source
Minami Yoda, Jialong Li, Yasuyuki Tahara, Yuichi Sei, Yutaka Matsuno
Author
Minami Yoda, Jialong Li, Yasuyuki Tahara, Yuichi Sei, Yutaka Matsuno
Date
Terms in this piece · Glossary
  • LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
Why it matters

If you use a model to decompile or port binaries, recompilation success and passing tests are not evidence of semantic equivalence — this quantifies the gap.

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