8 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.CR2026
GESR: Graph-Based Edge Semantic Reconstruction for Stealthy Communication Detection with Benign-Only Training
Henghui Xu, Yuchen Zhang, Xiaobo Ma
Detecting stealthy malicious communications from flow logs under benign-only training remains a critical challenge in network security. Malicious communications often camouflage as…
cs.LG2024★ 8 cited
TrafficGPT: Breaking the Token Barrier for Efficient Long Traffic Analysis and Generation
Jian Qu, Xiaobo Ma, Jianfeng Li
Over the years, network traffic analysis and generation have advanced significantly. From traditional statistical methods, the field has progressed to sophisticated deep learning t…