【基于人工智能的网络安全】 1.SCV-IDS: CNN-ViT Cross-Attention on Serialized Traffic Images for Spatiotemporal Intrusion Detection(第一作者) IEEE Internet of Things Journal,2026,一区Top
2.GCB-PPO2: A Hybrid Deep Reinforcement Learning Intrusion Detection System for Under-Represented Attack Categories in SDN(第一作者) IEEE Transactions on Network Science and Engineering,2026,Top期刊
3.ATHGID: Two-stage Graph Intrusion Detection via Attention-Fused Network-Host Feature and Producer–Consumer Parallelization(通信作者) Computer Networks,2026,CCF-B
4.GRAN: A SDN Intrusion Detection Model Based on Graph Attention Network and Residual Learning(通信作者) Computer Journal,2024,CCF-B
【可编程网络】 5.MOOO-RDQN: A Deep Reinforcement Learning Based Method for Multi-Objective Optimization of Controller Placement(第一作者) Journal of Network and Computer Applications,2025,计算机学科一区
6.MAT4PM: Machine Learning-Guided Adaptive Threshold Control for P4-Based Monitoring in SDNs(通信作者) IEEE Transactions on Network and Service Management,2026,二区
7.TT-INT: A Time-Threshold-Based Lightweight In-Band Network Telemetry Scheme for P4-Enabled Programmable Networks(通信作者) IEEE Transactions on Network and Service Management,2026,二区
8.An Improved Artificial Bee Colony Algorithm to Minimize Propagation Latency and Balance Load for Controller Placement in Software Defined Networks(通信作者) Computer Networks,2024,CCF-B |