The purpose of this dataset is to provide raw labeled portable executables to security and AI researchers in order to improve cyber security in the industry. Many of the datasets that I have seen (such as this dataset from a Microsoft sponsored Kaggle competition) does not provide the raw binary files themselves, but rather metadata that has already been pre-extracted from the samples. This prevents a lot of potential learning that can come from exploring other features that could be extracted from the raw samples themselves.