谢雨来
教授 博士生导师
所属大学: 华中科技大学
所属学院: 网络空间安全学院
个人简介
教育经历 2003.9 - 2007.6:华中科技大学,本科毕业,获学士学位。 2007.9 - 2013.12:华中科技大学,研究生毕业,获博士学位。 2010.9 - 2011.12:美国加州大学圣克鲁兹分校 工作经历 2013.10 - 2015.11:武汉光电国家研究中心,担任博士后。 2015.11 - 2016.10:华中科技大学计算机学院,担任讲师。 2015.3 - 2015.6:香港中文大学先进网络和系统实验室,作为访问学者。 2016.11 - 2019.6:华中科技大学计算机学院,担任副教授。 2019.7 - 2021.10:华中科技大学网络空间安全学院,担任副教授。 2021.11 - 至今:华中科技大学网络空间安全学院,担任教授。
研究领域
大数据存储安全,入侵检测,舆情分析,工控安全、机器学习,网络安全
学术兼职
IEEE会员\ACM会员\CCF高级会员,GSL Journal of Forensic Research 编辑, IEEE Letters of Computer Science 期刊网站编辑
近期论文
[1] P-Gaussian: Provenance-Based Gaussian Distribution for Detecting Intrusion Behavior Variants Using High Efficient and Real Time Memory Databases;Yulai Xie*, Yafeng Wu, Dan Feng, Darrell Long; IEEE Transactions on Dependable and Secure Computing;2021; pages: 2658-2674;. [2] Pagoda: A Hybrid Approach to Enable Efficient Real-time Provenance Based Intrusion Detection in Big Data Environments;Yulai Xie*, Dan Feng, Yuchong Hu, Yan Li, Staunton Sample, Darrell Long; IEEE Transactions on Dependable and Secure Computing;2020; pages: 1283-1296;. [3] Paradise: Real-time, Generalized, and Distributed Provenance-Based Intrusion Detection;Yafeng Wu, Yulai Xie*, Xuelong Liao, Pan Zhou, Dan Feng, Lin Wu, Avani Wildani, Darrell Long,;IEEE Transactions on Dependable and Secure Computing;2022; pages: 1-17;. [4] A Docker Container Anomaly Monitoring System Based on Optimized Isolation Forest;Zhuping Zou, Yulai Xie*, Kai Huang, Gongming Xu, Dan Feng, Darrell Long; IEEE Transactions on Cloud Computing;2022; pages:134-145;. [5] Real-time Prediction of Docker Container Resource Load Based on A Hybrid Model of ARIMA and Triple Exponential Smoothing;Yulai Xie*, Minpeng Jin, Zhuping Zou, Gongming Xu, Dan Feng, Wenmao Liu, Darrell Long; IEEE Transactions on Cloud Computing;2022; pages: 1386-1401;. [6] QoE-Aware 3D Video Streaming via Deep Reinforcement Learning in Software Defined Networking Enabled Mobile Edge Computing;Pan Zhou, Yulai Xie*, Ben Niu, Lingjun Pu, Zichuan Xu, Hao Jiang, Huawei Huang; IEEE Transactions on Network Science and Engineering,vol. 8;2021; pages: 419-433;. [7] EGC: A novel event-oriented graph clustering framework for social media text. Information Processing & Management;Die Hu, Dan Feng*, Yulai Xie*; Information Processing & Management(IPM 22);2022; pages: 103059;. [8] Efficient Storage Management for Social Network Events Based on Clustering and Hot/Cold Data Classification;Yulai Xie, Shuai Tong, Pan Zhou*, Yuli Li, Dan Feng; IEEE Transactions on computational social systems;2022; pages: 1-11;. [9] A Novel Hybrid Model for Docker Container Workload Prediction;Liangkang Zhang, Yulai Xie*, Minpeng Jin, Pan Zhou, Gongming Xu, Yafeng Wu, Dan Feng, Darrell Long.; IEEE Transactions on Network and Service Management;2023; pages: 1-18;. [10] Efficient Provenance Management via Clustering and Hybrid Storage in Big Data Environments;Die Hu, Dan Feng, Yulai Xie*, Gongming Xu, Xinrui Gu, Darrell Long; IEEE Transactions on Big Data;2020; pages: 792-803;.