Dependency-Based Neural Representations for Classifying Lines of Programs

We investigate the problem of classifying a line of program as containing a vulnerability or not using machine learning. Such a line-level classification task calls for a program representation which goes beyond reasoning from the tokens present in the line... (read more)

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