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2020 – today
- 2024
[j1]Yuehua Huo
, Wei Liang, Junhan Chen, Shangyuan Zhuang, Jiyan Sun:
LightGuard: A Lightweight Malicious Traffic Detection Method for Internet of Things. IEEE Internet Things J. 11(17): 28566-28577 (2024)- [c10]Lu Yuan, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng, Jing Zou, Peizhe Xin, Weiqing Huang, Wei Ma:
Manticore: An Unsupervised Intrusion Detection System Based on Contrastive Learning in 5G Networks. ICASSP 2024: 4705-4709 - [c9]Zhaorui Guo, Jiyan Sun, Jiadong Fu, Lu Yuan, Shangyuan Zhuang, Liru Geng, Yinlong Liu, Wei Ma:
Fast and Accurate Root Cause Analysis Based on Signalling Messages for 5G Networks. ICASSP 2024: 9276-9280 - [c8]Lu Yuan, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng, Wei Ma:
CoSen-IDS: A Novel Cost-Sensitive Intrusion Detection System on Imbalanced Data in 5G Networks. ICIC (8) 2024: 470-481 - [c7]Jiadong Fu, Jiang Fang, Jiyan Sun, Shangyuan Zhuang, Liru Geng, Yinlong Liu:
LoFT: LoRA-Based Efficient and Robust Fine-Tuning Framework for Adversarial Training. IJCNN 2024: 1-8 - [i1]Hangsheng Zhang, Dongqi Han, Yinlong Liu, Zhiliang Wang, Jiyan Sun, Shangyuan Zhuang, Jiqiang Liu, Jinsong Dong:
Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors. CoRR abs/2401.10691 (2024) - 2023
- [c6]Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma, Yu Chen, Weiyu Liu:
Implementation of a Cost-Effective Privacy Leakage Detection System for Hosted Programs. CSCWD 2023: 1783-1788 - [c5]Lu Yuan, Yuan Meng, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng, Weiqing Huang:
ATS: A Fully Automatic Troubleshooting System with Efficient Anomaly Detection and Localization. ICCS (5) 2023: 476-491 - [c4]Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma, Hongchao Wang:
A Cost-effective Automation Method of Massive Vulnerabilities Analysis and Remediation Based on Cloud Native. TrustCom 2023: 772-779 - 2022
- [c3]Hangsheng Zhang, Yu Chen, Weiyu Liu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Liru Geng:
A Shapley-based Lightweight Global Explainer for Network Intrusion Detection System. HPCC/DSS/SmartCity/DependSys 2022: 554-561 - [c2]Shangyuan Zhuang, Jiyan Sun, Hangsheng Zhang, Xiaohui Kuang, Ling Pang, Haitao Liu, Yinlong Liu:
StinAttack: A Lightweight and Effective Adversarial Attack Simulation to Ensemble IDSs for Satellite- Terrestrial Integrated Network. ISCC 2022: 1-8 - 2021
- [c1]Jiang Fang, Haitao Liu, Jiyan Sun, Ting Li, Yinlong Liu, Zhaorui Guo, Shangyuan Zhuang, Liru Geng:
Learning-based Task Offloading in Dynamic Orbital Edge Computing Network. HPCC/DSS/SmartCity/DependSys 2021: 495-502
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