Yanqing Yang

An Explainable Machine Learning Framework for Intrusion Detection Systems

Maonan Wang, Kangfeng Zheng, Yanqing Yang et al. · IEEE Access · 2020 · 321 citations · Full text

Computing, Computer Science, Cybersecurity +15

Improving the Classification Effectiveness of Intrusion Detection by Using Improved Conditional Variational AutoEncoder and Deep Neural Network

Yanqing Yang, Kangfeng Zheng, Chunhua Wu et al. · Sensors · 2019 · 267 citations · Full text

Computing, Computer Engineering, Computer Science +16

Network Intrusion Detection Based on Supervised Adversarial Variational Auto-Encoder With Regularization

Yanqing Yang, Kangfeng Zheng, Bin Wu et al. · IEEE Access · 2020 · 184 citations · Full text

Computing, Computer Science, Cybersecurity +17

Building an Effective Intrusion Detection System Using the Modified Density Peak Clustering Algorithm and Deep Belief Networks

Yanqing Yang, Kangfeng Zheng, Chunhua Wu et al. · Applied Sciences · 2019 · 167 citations · Full text

Computing, Computer Science, Cybersecurity +17

Graph based encrypted malicious traffic detection with hybrid analysis of multi-view features

Yueping Hong, Qi Li, Yanqing Yang et al. · Information Sciences · 2023 · 57 citations

Computing, Computer Science, Cybersecurity +16