Gepetto
Gepetto is a Python script which uses OpenAI's davinci-003 model to provide meaning to functions decompiled by IDA Pro. At the moment, it can ask davinci-003 to explain what a function does, and to automatically rename its variables. Here is a simple example of what results it can provide in mere seconds:
Setup
Simply drop this script into your IDA plugins folder ($IDAUSR/plugins). By default, on Windows, this should be
%AppData%\Hex-Rays\IDA Pro\plugins (you may need to create the folder).
You will need to add the required packages to IDA's Python installation for the script to work.
Find which interpreter IDA is using by checking the following registry key:
Computer\HKEY_CURRENT_USER\Software\Hex-Rays\IDA (default on Windows: %LOCALAPPDATA%\Programs\Python\Python39).
Finally, with the corresponding interpreter, simply run:
[/path/to/python] -m pip install -r requirements.txt
Usage
Once the plugin is installed properly, you should be able to invoke it from the context menu of IDA's pseudocode window, as shown in the screenshot below:
You can also use the following hotkeys:
- Ask davinci-003 to explain the function:
Ctrl+Alt+H - Request better names for the function's variables:
Ctrl+Alt+R
Initial testing shows that asking for better names works better if you ask for an explanation of the function first – I assume because davinci-003 then uses its own comment to make more accurate suggestions. There is an element of randomness to the AI's replies. If for some reason the initial response you get doesn't suit you, you can always run the command again.
Limitations
- The plugin requires access to the HexRays decompiler to function.
- davinci-003 is a general-purpose language model and may very well get things wrong! Always be critical of results returned!