许聪源,博士,硕士生导师。毕业于浙江大学信息与电子工程学院,现为人工智能学院专任教师。国家自然科学基金评审专家、IEEE TIFS、ESWA等10余个国际期刊审稿人。具有多年人工智能和网络安全方面的研究经历,论文总被引用数超过700次。
研究方向:人工智能、网络空间安全、计算机视觉。
主持项目:
主持国家自然科学基金、中国博士后科学基金、浙江省自然科学基金、嘉兴市科技计划专项项目、985高校合作项目等。
代表性论文:
[1] Xu Congyuan, Shen Jizhong, Du Xin. A method of few-shot network intrusion detection based on meta-learning framework[J]. IEEE Transactions on Information Forensics and Security, 2020, vol. 15, pp. 3540-3552.(TOP SCI收录,CCF-A类期刊)
[2] Zhao Ziming, Li Zhaoxuan, Jiang Jialun, Yu Fengyuan, Zhang Fan, Xu Congyuan, Zhao Xinjie, Zhang Rui, Guo Shize. ERNN: Error-Resilient RNN for Encrypted Traffic Detection towards Network-Induced Phenomena [J]. IEEE Transactions on Dependable and Secure Computing, 2023, 1-18.(SCI收录,CCF-A类期刊)
[3] Xu Congyuan, Shen Jizhong, Du Xin. Detection method of domain names generated by DGAs based on semantic representation and deep neural network[J]. Computers & Security, 2019, 85: 77-88.(SCI收录,CCF-B类期刊)
[4] Xu Congyuan, Shen Jizhong, Du Xin. Low-rate DoS attack detection method based on hybrid deep neural networks [J]. Journal of Information Security and Applications, 2021, 60: 102879.(SCI收录,CCF-C类期刊)
联系方式:cyxu77(钉钉)、cyxu@zjxu.edu.cn(邮箱)