VulEXplaineR: XAI for Vulnerability Detection on Assembly Code

Author:

Mahdavifar Samaneh,Saqib Mohd,Fung Benjamin C. M.,Charland Philippe,Walenstein Andrew

Publisher

Springer Nature Switzerland

Reference21 articles.

1. Cwe-805: Buffer access with incorrect length value. https://cwe.mitre.org. Accessed 2024

2. Cwe-121: Stack-based buffer overflow. https://cwe.mitre.org. Accessed 2024

3. Cao, S., Sun, X., Bo, L., Wei, Y., Li, B.: Bgnn4vd: constructing bidirectional graph neural-network for vulnerability detection. Inf. Softw. Technol. 136, 106576 (2021)

4. Dahl, W.A., Erdodi, L., Zennaro, F.M.: Stack-based buffer overflow detection using recurrent neural networks. arXiv preprint arXiv:2012.15116 (2020)

5. Diwan, A., Li, M.Q., Fung, B.C.: Vdgraph2vec: vulnerability detection in assembly code using message passing neural networks. In: 21st International Conference on Machine Learning and Applications (ICMLA), pp. 1039–1046. IEEE (2022)

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