Dual-Component Deep Domain Adaptation: A New Approach for Cross Project Software Vulnerability Detection

Author:

Nguyen Van,Le Trung,de Vel Olivier,Montague Paul,Grundy John,Phung Dinh

Publisher

Springer International Publishing

Reference18 articles.

1. Almorsy, M., Grundy, J., Ibrahim, A.: Supporting automated vulnerability analysis using formalized vulnerability signatures. In: Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering, ASE, pp. 100–109. ACM (2012)

2. Chapelle, O., Zien, A.: Semi-supervised classification by low density separation. In: AISTATS, pp. 57–64. Citeseer (2005)

3. Ganin, Y., Lempitsky, V.: Unsupervised domain adaptation by backpropagation. In: Proceedings of the 32nd International Conference on Machine Learning, vol. 37, pp. 1180–1189. ICML (2015)

4. Goodfellow, I., et al.: Generative adversarial nets. In: Advances in Neural Information Processing Systems, pp. 2672–2680 (2014)

5. Goodfellow, I.: Nips 2016 tutorial: Generative adversarial networks. arXiv preprint arXiv:1701.00160 (2016)

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