Kangfeng Zheng

An Explainable Machine Learning Framework for Intrusion Detection Systems

Maonan Wang, Kangfeng Zheng, Yanqing Yang et al. · IEEE Access · 2020 · 295 citations · Full text

Engineering, Machine Learning, Cybersecurity Staff +18

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 · 261 citations · Full text

Anomaly Detection, Machine Learning, Engineering +16

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

Yanqing Yang, Kangfeng Zheng, Bin Wu et al. · IEEE Access · 2020 · 173 citations · Full text

Hardware Security, Data Augmentation, Anomaly Detection +15

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 · 164 citations · Full text

Anomaly Detection, Machine Learning, Engineering +16

AATMS: An Anti-Attack Trust Management Scheme in VANET

Jinsong Zhang, Kangfeng Zheng, Dongmei Zhang et al. · IEEE Access · 2020 · 73 citations · Full text

Vehicle Communication, Internet Of Vehicle, Social Network Analysis +14