Shangyuan Zhuang

According to our database, Shangyuan Zhuang authored at least 15 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors.

Hangsheng Zhang, Dongqi Han, Shangyuan Zhuang, Zhiliang Wang, Jiyan Sun, Yinlong Liu, Jiqiang Liu, Jinsong Dong

IEEE Trans. Dependable Secur. Comput., 2025

A Robust Ensemble Malware Detector Against Powerful Adversaries.

Shangyuan Zhuang, Wei Zhang, Fengqi Liu, Jiyan Sun, Yinlong Liu, Liru Geng, Wei Ma

Proceedings of the Computational Science - ICCS 2025, 2025

Root Cause Analysis of Power Grid 5G Network Faults Based on Large Language Model.

Zhaorui Guo, Jing Zou, Peizhe Xin, Xiongfei Zhao, Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma

Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

Root Cause Analysis of Faults in Power Grids 5G Network Based on RRC Signalling Messages.

Zhaorui Guo, Peizhe Xin, Jing Zou, Zhaozheng Zhou, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma

Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

2024

LightGuard: A Lightweight Malicious Traffic Detection Method for Internet of Things.

Yuehua Huo, Wei Liang, Junhan Chen, Shangyuan Zhuang, Jiyan Sun

IEEE Internet Things J., September, 2024

LoFT: LoRA-Based Efficient and Robust Fine-Tuning Framework for Adversarial Training.

Jiadong Fu, Jiang Fang, Jiyan Sun, Shangyuan Zhuang, Liru Geng, Yinlong Liu

Proceedings of the International Joint Conference on Neural Networks, 2024

CoSen-IDS: A Novel Cost-Sensitive Intrusion Detection System on Imbalanced Data in 5G Networks.

Lu Yuan, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng, Wei Ma

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Manticore: An Unsupervised Intrusion Detection System Based on Contrastive Learning in 5G Networks.

Lu Yuan, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng, Jing Zou, Peizhe Xin, Weiqing Huang, Wei Ma

Proceedings of the IEEE International Conference on Acoustics, 2024

Fast and Accurate Root Cause Analysis Based on Signalling Messages for 5G Networks.

Zhaorui Guo, Jiyan Sun, Jiadong Fu, Lu Yuan, Shangyuan Zhuang, Liru Geng, Yinlong Liu, Wei Ma

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

A Cost-effective Automation Method of Massive Vulnerabilities Analysis and Remediation Based on Cloud Native.

Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma, Hongchao Wang

Proceedings of the 22nd IEEE International Conference on Trust, 2023

ATS: A Fully Automatic Troubleshooting System with Efficient Anomaly Detection and Localization.

Lu Yuan, Yuan Meng, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng, Weiqing Huang

Proceedings of the Computational Science - ICCS 2023, 2023

Implementation of a Cost-Effective Privacy Leakage Detection System for Hosted Programs.

Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma, Yu Chen, Weiyu Liu

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

2022

StinAttack: A Lightweight and Effective Adversarial Attack Simulation to Ensemble IDSs for Satellite- Terrestrial Integrated Network.

Shangyuan Zhuang, Jiyan Sun, Hangsheng Zhang, Xiaohui Kuang, Ling Pang, Haitao Liu, Yinlong Liu

Proceedings of the IEEE Symposium on Computers and Communications, 2022

A Shapley-based Lightweight Global Explainer for Network Intrusion Detection System.

Hangsheng Zhang, Yu Chen, Weiyu Liu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Liru Geng

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

2021

Learning-based Task Offloading in Dynamic Orbital Edge Computing Network.

Jiang Fang, Haitao Liu, Jiyan Sun, Ting Li, Yinlong Liu, Zhaorui Guo, Shangyuan Zhuang, Liru Geng

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021