Data-Driven Vulnerability Assessment

Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

Authors: Yaqin Zhou, Shangqing Liu, Jingkai Siow, Xiaoning Du, Yang Liu | Published: 2019-09-08
Graph Construction
Data-Driven Vulnerability Assessment
Machine Learning
2019.09.08 2025.05.28
Literature Database

A Practical Approach to the Automatic Classification of Security-Relevant Commits

Authors: Antonino Sabetta, Michele Bezzi | Published: 2018-07-06
Automation of Cybersecurity
Data-Driven Vulnerability Assessment
Program Understanding
2018.07.06 2025.05.28
Literature Database

Automatic Classification of Object Code Using Machine Learning

Authors: John Clemens | Published: 2018-05-06
Data-Driven Vulnerability Assessment
Program Analysis
Information Security
2018.05.06 2025.05.28
Literature Database