学术论文 (部分)
- Xuyang Jing, Qinghua Cao, Chenhao Zhang, Zheng Yan*, Wenxiu Ding, Witold Pedrycz, and Pu Wang, "TardySketch: A Framework for Cardinality Estimation Adaptable to Sliding Windows", IEEE 2025 41st International Conference on Data Engineering (ICDE), 2025, accepted. (CCF A)
- Xuyang Jing, Qinghua Cao, Zheng Yan, Witold Pedrycz, and Pu Wang, “LocalSketch: An Accuate and Efficient Sketch for Range Spread Measurement", IEEE Transactions on Dependable and Secure Computing, Major revision, 2025. (CCF A)
- Xuyang Jing, Zheng Yan, Hui Han, Witold Pedrycz, “ExtendedSketch: Fusing Network Traffic for Super Host Identification with a Memory Efficient Sketch,” IEEE Transactions on Dependable and Secure Computing, vol.19, no.6, pp. 3913-3924, 2022. (CCF A)
- Xuyang Jing, Hui Han, Zheng Yan, Witold Pedrycz, “SuperSketch: A Multi-Dimensional Reversible Data Structure for Super Host Identification,” IEEE Transactions on Dependable and Secure Computing, vol. 19, no. 4, pp. 2741-2754, 2022. (CCF A)
- Xuyang Jing, Zheng Yan, Yinghua Shen, Witold Pedrycz, Ji Yang, “A Group-based Distance Learning Method for Semi-supervised Fuzzy Clustering,” IEEE Transactions on Cybernetics, vol.52, no.5, pp. 3083-3096, 2022. (影响因子: 11.8, 中科院一区).
- Xuyang Jing, Zheng Yan, Witold Pedrycz, “Security Data Collection and Data Analytics in the Internet: A Survey,” IEEE Communications Surveys and Tutorials, vol. 21, no. 1, pp. 586-618, 2019. (影响因子: 35.6, 中科院一区)
- Xuyang Jing, Zheng Yan, Xueqin Jiang, Witold Pedrycz, “Network Traffic Fusion and Analysis against DDoS Flooding Attacks with a Novel Reversible Sketch,” Information Fusion, vol.51, pp. 100-113, 2019. (影响因子:18.6, 中科院一区)
- Xuyang Jing, Jingjing Zhao, Zheng Yan,Witold Pedrycz, and Xian Li, “Granular Classifier: Building Traffic Granules for Encrypted Traffic Classification Based on Granular Computing,” Digital Communications and Networks, vol. 10, no.5, pp.1428-1438, 2024. (影响因子: 7.9, 中科院二区)
- Xuyang Jing, Jingjing Zhao, Qinghua Zheng, Zheng Yan, Witold Pedrycz, “A Reversible Sketch-based Method for Detecting and Mitigating Amplification Attacks,” Journal of Network and Computer Applications, vol. 142, pp. 15-24, 2019. (影响因子: 8.7, 中科院二区)
- Xuyang Jing, Xiaojun Cheng, Zheng Yan, Xian Li, “Deceiving Learning-Based Sketches to Cause Inaccurate Frequency Estimation”, in Proceedings of the 21th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2022, DOI: 10.1109/TrustCom56396.2022.00038.
- Xiaojun Cheng, Xuyang Jing(*), Zheng Yan, Xian Li, Pu Wang, Wei Wu, “ALSketch: An Adaptive Learning-based Sketch for Accurate Network Measurement under Dynamic Traffic Distribution”, Journal of Network and Computer Applications, 2023, DoI: https://doi.org/ 10.1016/j.jnca.2023.103659. (影响因子: 8.7, 中科院二区)
- Hui Han, Xuyang Jing, Zheng Yan, Witold Pedrycz, “ExtendedSketch+: Super Host Identification and Network Host Trust Evaluation with Memory Efficiency and High Accuracy”, Information Fusion, vol. 92, pp. 300-312, 2023. (影响因子:18.6, 中科院一区)
- Zheng Yan, Xuyang Jing, Witold Pedrycz, “Fusing and Mining Opinions for Reputation Generation,” Information Fusion, vol. 36, pp. 172-184, 2017. (影响因子:18.6, 中科院一区)
- Hui Han, Zheng Yan, Xuyang Jing, Witold Pedrycz, “Applications of sketches in network traffic measurement: A survey,” Information Fusion, vol. 82, pp. 58-85, 2022. (影响因子: 18.6, 中科院一区)
- Wenxiu Ding, Xuyang Jing, Zheng Yan, Laurence T. Yang, “A Survey on Data Fusion on Internet Things: Towards Secure and Privacy-Preserving Fusion,” Information Fusion, vol.51, pp. 129-144, 2019. (ESI热点论文, 影响因子:18.6, 中科院一区)
- Tong Meng, Xuyang Jing, Zheng Yan, Witold Pedrycz, “A Survey on Machine Learning for Data Fusion,” Information Fusion, vol. 57, pp. 115-129, 2019. (ESI高被引论文，影响因子: 18.6, 中科院一区)
发明专利
- Xuyang Jing and Zheng Yan, “Method, Device, and System for Network Traffic Analysis,” Application No.: PCT/CN2018/097300, Filed Date: 2018-07-27, Grant Country: United States, Grant No.: US11558269, Grant Date: 2023-01-17.
- Xuyang Jing and Zheng Yan, “Network Security,” Application No.: PCT/CN2018/077036, Filed Date: 2018-02-23.
- Xuyang Jing and Zheng Yan, “Host Cardinality Measuring for Network Anomaly Detection,” Application No.: PCT/CN2019/084693, Filed Date: 2019-04-26.
- 靖旭阳，闫峥，王普，“一种用于网络安全监测的内存高效范围基数测量方法”，申请号：202210631403.0，申请日期：2022-6-7; 授权国家：中国, 授权号：CN 115085985B，授权日期：2023-03-31.
- 靖旭阳, 闫峥, 韩惠, “网络流量测量方法、系统、计算机设备、存储介质及应用”, 申请号: 202111065220.9，申请日期：2021-09-11；授权国家：中国, 授权号：CN113992541B，授权日期：2023-03-31.
- 靖旭阳, 赵晶晶, 闫峥，Witold Pedrycz，“一种基于约束模糊聚类和粒计算的网络流量分类方法”，申请号: 202010465413.2，申请日期：2020-05-28; 授权国家：中国, 授权号：CN111786903B，授权日期：2022-02-25.
- 张文铭，闫峥，靖旭阳，“网络异常流量检测方法、系统、存储介质、终端及应用”，申请号：202110155011.7，申请日期：2021.02.04；授权国家：中国, 授权号：CN112953924B, 授权日期：2022-8-30.
- 闫峥, 姚震, 靖旭阳, “基于布鲁姆过滤器的SDN流规则冲突检测方法及系统”, 申请号201810258532.3, 申请日期：2018-03-27; 授权国家：中国, 授权号：CN108566388B, 授权日期：2020-09-11.