Saihua Cai

机构：Jiangsu University, Jiangsu University of Science and Technology · ORCID：0000-0003-0743-1156

发表论文 109 篇 · 总被引 856 次 · h-index 17

代表论文

GCN-MHSA: A novel malicious traffic detection method based on graph convolutional neural network and multi-head self-attention mechanism (2024 · Computers & Security · 被引 28)
DDP-DAR: Network intrusion detection based on denoising diffusion probabilistic model and dual-attention residual network (2024 · Neural Networks · 被引 27)
CDDA-MD: An efficient malicious traffic detection method based on concept drift detection and adaptation technique (2024 · Computers & Security · 被引 20)
GSA-DT: A Malicious Traffic Detection Model Based on Graph Self-Attention Network and Decision Tree (2025 · IEEE Transactions on Network and Service Management · 被引 13)
A novel memory usage guided fuzzing based on particle swarm optimization (2024 · Swarm and Evolutionary Computation · 被引 5)
MTD-FRD: Malicious traffic detection method based on feature representation and conditional diffusion model (2025 · Journal of Network and Computer Applications · 被引 4)