moyix/gpt-wpre

Whole-Program Reverse Engineering with GPT-3

Python
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GPT-WPRE: Whole-program Reverse Engineering with GPT-3 This is a little toy prototype of a tool that attempts to summarize a whole binary using GPT-3 (specifically the text-davinci-003 model), based on decompiled code provided by Ghidra. However, today's language models can only fit a small amount of text into their context window at once (4096 tokens for text-davinci-003, a couple hundred lines of code at most) -- most programs (and even some functions) are too big to fit all at once. GPT-WPRE attempts...
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