Commit2Vec: Learning Distributed Representations of Code Changes

no code implementations • 18 Nov 2019 • Rocìo Cabrera Lozoya, Arnaud Baumann, Antonino Sabetta, Michele Bezzi

In this work, we elaborate upon a state-of-the-art approach to the representation of source code that uses information about its syntactic structure, and we adapt it to represent source changes (i. e., commits).

General Classification Image Classification +1

A Manually-Curated Dataset of Fixes to Vulnerabilities of Open-Source Software

3 code implementations • 7 Feb 2019 • Serena E. Ponta, Henrik Plate, Antonino Sabetta, Michele Bezzi, Cédric Dangremont

While operating a vulnerability assessment tool that we developed and that is currently used by hundreds of development units at SAP, we manually collected and curated a dataset of vulnerabilities of open-source software and the commits fixing them.