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cs.CR2023★ 1 cited
SF-IDS: An Imbalanced Semi-Supervised Learning Framework for Fine-grained Intrusion Detection
Xinran Zheng, Shuo Yang, Xingjun Wang
Deep learning-based fine-grained network intrusion detection systems (NIDS) enable different attacks to be responded to in a fast and targeted manner with the help of large-scale l…
cs.CR2023
A Lightweight Approach for Network Intrusion Detection based on Self-Knowledge Distillation
Shuo Yang, Xinran Zheng, Zhengzhuo Xu +1
Network Intrusion Detection (NID) works as a kernel technology for the security network environment, obtaining extensive research and application. Despite enormous efforts by resea…