Automated Vulnerability Detection in Source Code Using Deep Representation Learning

C. Seas, G. Fitzpatrick, J. A. Hamilton +1

Each year, software vulnerabilities are discovered, which pose significant risks of exploitation and system compromise. We present a convolutional neural network model that can suc…