Towards Causal Deep Learning for Vulnerability Detection

no code implementations • 12 Oct 2023 • Md Mahbubur Rahman, Ira Ceka, Chengzhi Mao, Saikat Chakraborty, Baishakhi Ray, Wei Le

Our results show that CausalVul consistently improved the model accuracy, robustness and OOD performance for all the state-of-the-art models and datasets we experimented.

Vulnerability Detection