Discovering Programmer Intention Behind Written Source Code

摘要

The goal of this work is to leverage natural lan-guage processing techniques to assist in the classification andunderstanding of a programmer's intention from inspectingsource code. Our model utilizes well-known machine learningtechniques. We find that we can accurately classify C sourcecode into different classes, distinguishing between benign andmalicious source code with a high degree of accuracy.