Modelos de aprendizaje profundo para clasificación de tráfico de red

Para más información, lea nuestros artículos.

🎓Wei Wang's Google Scholar Homepage

Wei Wang, Xuewen Zeng, Xiaozhou Ye, Yiqiang Sheng and Ming Zhu,"Malware Traffic Classification Using Convolutional Neural Networks for Representation Learning," in the 31st International Conference on Information Networking (ICOIN 2017), pp. 712-717, 2017.

Wei Wang, Jinlin Wang, Xuewen Zeng, Zhongzhen Yang and Ming Zhu, "End-to-end Encrypted Traffic Classification with One-dimensional Convolution Neural Networks," in the 15th IEEE International Conference on Intelligence and Security Informatics (IEEE ISI 2017), pp. 43-48, 2017.

Wei Wang, Yiqiang Sheng, Jinlin Wang, Xuewen Zeng, Xiaozhou Ye, Yongzhong Huang and Ming Zhu, "HAST-IDS: Learning Hierarchical Spatial-Temporal Features using Deep Neural Networks to Improve Intrusion Detection," in IEEE Access, vol. 6, pp. 1792-1806, 2018.

Wei Wang, "Deep Learning for Network Traffic Classification and Anomaly Detection", A Dissertation for Doctor's Degree(Simplified Chineses), 2018.

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Soy un doctor graduado de la USTC y estoy interesado en el análisis de tráfico de red.
Si tiene una oportunidad laboral interesante para mí, por favor contácteme en [email protected] o WeChat/Weixin: wangwei-science.