VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection

Hazim Hanif, Sergio Maffeis

This paper presents VulBERTa, a deep learning approach to detect security vulnerabilities in source code. Our approach pre-trains a RoBERTa model with a custom tokenisation pipelin…