G-3PO: A protocol droid for Ghidra, or GPT-3 for reverse-engineering (medium.com)

Article summary

A script called G-3PO uses GPT-3 to decompile machine code and provide plain English explanations of what a piece of code does. The script is open source and available on GitHub. It works with the reverse-engineering tool Ghidra and can be used to analyze binaries. The script's capabilities and limitations are discussed in the comments.

Main themes

• Reverse Engineering
• GPT-3
• Code Analysis
• LLMs in RE
• Security Implications
• Code Explanation
• Semantic Search
• Automated Code Scanning

What commenters say

• The G-3PO script has the potential to make reverse engineering easier and more accurate.
• The script's reliance on GPT-3 may limit its accuracy and trustworthiness.
• The use of LLMs like GPT-3 in reverse engineering is still in its early stages and requires further development.
• Some commenters are skeptical about the effectiveness of GPT-3 in analyzing complex code.
• The script may be useful for explaining decompiled code, but not for decompiling itself.
• There are concerns about the security implications of using LLMs to analyze code, particularly in cases where the code is sensitive or proprietary.
• The script's ability to provide plain English explanations of code could be useful for non-technical users or for automated code scanning.
• The use of semantic search to identify vulnerabilities in code is an area of ongoing research and development.