works

mindsight

deep learning

a research project focused on improving the readability and intelligibility of decompiled source code through the application of homomorphic transformations and machine learning techniques.

mindsight

languages

python

ml frameworks

pytorch,scikit-learn,tensorflow

tools

ghidra,llvm

application domain

reverse engineering & code analysis

features

  • decompiled code analysis using ghidra
  • machine learning models for code transformation
  • pattern recognition in assembly code
  • automated intelligibility enhancement
ask me questions about kyle!