The analysis began by examining the provided GitHub Security Advisory, which pointed to a heap buffer overflow in the JP2 encoder of ImageMagick. The advisory listed patched versions, which allowed for the identification of the relevant code changes. By comparing the git tags of the patched version (7.1.2-23) and the version before it (7.1.2-22), a specific commit (ff2f155f2874737380a80195c5849a2f06cb6ff7) was identified as the security patch, with its commit message directly referencing the advisory URL.
The commit modified the file coders/jp2.c, and the changes were confined to the WriteJP2Image function. The patch explicitly adds boundary checks to loops that parse floating-point numbers from user-provided options. The lack of these checks in the original code is the root cause of the vulnerability. When a user saves an image to the JP2 format and specifies a long list of values for either the PSNR or the compression rate, the application would write past the allocated buffer. Therefore, the WriteJP2Image function is the vulnerable function that would appear in a runtime profile during the exploitation of this vulnerability.