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5GCID: Dataset of 5GC intrusion detection system 期刊论文
COMPUTER COMMUNICATIONS, 2026, 卷号: 247, 页码: 15
作者:  Hu, Yangliu;  Sun, Qian;  Dang, Tianbin;  Wu, Guangzhi;  Tian, Lin
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
5GC  Dataset  Threat case  Intrusion detection  Explainable intelligent  
AptEVS: Adaptive Edge-and-Vehicle Scheduling for Hierarchical Federated Learning over Vehicular Networks 期刊论文
ELECTRONICS, 2026, 卷号: 15, 期号: 2, 页码: 28
作者:  Tian, Yu;  Wang, Nina;  Zhang, Zongshuai;  Zou, Wenhao;  Zhao, Liangjie;  Liu, Shiyao;  Tian, Lin
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
hierarchical federated learning  deep reinforcement learning  edge-and-vehicle scheduling  vehicular networks  
Wireless Data Infrastructure: Data Plane for Intelligent 6G Networks 期刊论文
IEEE COMMUNICATIONS MAGAZINE, 2026, 页码: 8
作者:  Fan, Xuancheng;  Yuan, Chunjing;  Fang, Zecheng;  Wang, Yuanyuan;  Tian, Lin;  Li, Weiyuan
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
6G mobile communication  Distributed databases  Wireless communication  Collaboration  Wireless sensor networks  Sensors  Computer architecture  Data collection  Rigidity  Fans  
TranDA: Behavior traceable anomaly detection and attribution for 5G control plane via message sequence analysis 期刊论文
COMPUTER NETWORKS, 2026, 卷号: 274, 页码: 14
作者:  Dai, Lulu;  Sun, Qian;  Wang, Yuanyuan;  Fan, Xuancheng;  Tian, Lin
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
5G  Control plane  Anomaly detection  Behavior attribution  Traceability  Message sequence  
Self-evolving detection of uncovered protocol attacks in 5GA and 6G NTNs 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2025, 卷号: 68, 期号: 9, 页码: 2
作者:  Li, Sijia;  Sun, Qian;  Dang, Tianbin;  Liu, Shuzheng;  Hu, Yangliu;  Tian, Lin;  Liu, Jianwei
收藏  |  浏览/下载：19/0  |  提交时间：2025/12/03
D5RAN: A Substrate Platform for Service-Based RANs Toward the Integration of Computing and Communication 期刊论文
IEEE COMMUNICATIONS MAGAZINE, 2025, 卷号: 63, 期号: 8, 页码: 32-39
作者:  Fang, Zecheng;  Yuan, Chunjing;  Tian, Lin;  Li, Na;  Zhang, Shuyuan;  Tong, Zhou
收藏  |  浏览/下载：16/0  |  提交时间：2025/12/03
6G mobile communication  Protocols  Wireless networks  Prototypes  Computer architecture  Reliability engineering  Resource management  Artificial intelligence  Substrates  Radio access networks  
Statistical Multiplexing Gain Analysis of Centralized Open Radio Access Networks With Limited Cells and Heterogeneous Traffics 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: 74, 期号: 8, 页码: 13056-13074
作者:  Wang, Lu;  Zhou, Yiqing;  Liu, Ya-Feng;  Liu, Ling;  Shi, Ningzhe;  Tian, Lin;  Shi, Jinglin
收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03
Open RAN  STEM  Solid modeling  Multiplexing  Internet of Things  Heavily-tailed distribution  Telecommunication traffic  Quantization (signal)  Quality of service  Protocols  O-RAN  statistical multiplexing gain  limited number of cells  heterogeneous traffics  Gaussian mixture model  
CST-Net: community-guided structural-temporal convolutional networks for popularity prediction 期刊论文
PEERJ COMPUTER SCIENCE, 2025, 卷号: 11, 页码: 21
作者:  Zheng, Xuxu;  Bao, Peng;  Qi, Lin;  Tian, Chen;  Shen, Huawei
收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03
Information diffusion  Popularity prediction  Social network  Neural networks  
XAI-Based Framework for Protocol Anomaly Classification and Identification to 6G NTNs with Drones 期刊论文
DRONES, 2025, 卷号: 9, 期号: 5, 页码: 31
作者:  Sun, Qian;  Zeng, Jie;  Dai, Lulu;  Hu, Yangliu;  Tian, Lin
收藏  |  浏览/下载：53/0  |  提交时间：2025/12/03
drone  6G NTN  self-evolving protocol anomaly classification  online anomalous protocol identification  XAI  
ReflexPilot: Startup-Aware Dependent Task Scheduling Based on Deep Reinforcement Learning for Edge-Cloud Collaborative Computing 期刊论文
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2025, 卷号: 13, 期号: 2, 页码: 641-654
作者:  Zou, Wenhao;  Zhang, Zongshuai;  Wang, Nina;  Tian, Yu;  Tian, Lin
收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03
Servers  Optimal scheduling  Collaboration  Cloud computing  Scheduling algorithms  Containers  Computer architecture  Computational modeling  Resource management  Training  Edge-cloud collaborative computing  deep reinforcement learning  dependent task scheduling  startup latency