FlowXpert: Context-Aware Flow Embedding for Enhanced Traffic Detection in IoT Network Authors: Chao Zha, Haolin Pan, Bing Bai, Jiangxing Wu, Ruyun Zhang | Published: 2025-09-25 トラフィック分類Network Threat DetectionAnalysis of Detection Methods 2025.09.25 2025.09.27 Literature Database
Respond to Change with Constancy: Instruction-tuning with LLM for Non-I.I.D. Network Traffic Classification Authors: Xinjie Lin, Gang Xiong, Gaopeng Gou, Wenqi Dong, Jing Yu, Zhen Li, Wei Xia | Published: 2025-05-27 トラフィック分類Model Performance EvaluationStructural Learning 2025.05.27 2025.05.29 Literature Database
Early-Stage Anomaly Detection: A Study of Model Performance on Complete vs. Partial Flows Authors: Adrian Pekar, Richard Jozsa | Published: 2024-07-03 | Updated: 2025-06-30 トラフィック分類Intrusion Detection SystemPerformance Evaluation Metrics 2024.07.03 2025.07.02 Literature Database