Weina Niu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 47

Top Topics

Association Analysis

Anomaly Detection

Malicious Traffic

Top Venues

Secur. Commun. Networks

IEEE Internet Things J.

Wirel. Commun. Mob. Comput.

Publications

Weina Niu, Xuhan Liao, Shiping Huang, Yudong Li, Xiaosong Zhang, Beibei Li
A robust Wide & Deep learning framework for log-based anomaly detection. Appl. Soft Comput. 153 (2024)
Jiaxi Yang, Sheng Cao, Cuifang Zhao, Weina Niu, Li-Chuan Tsai
Portfolio-Based Incentive Mechanism Design for Cross-Device Federated Learning. WCNC (2024)
Zheyuan He, Zihao Li, Ao Qiao, Xiapu Luo, Xiaosong Zhang, Ting Chen, Shuwei Song, Dijun Liu, Weina Niu
Nurgle: Exacerbating Resource Consumption in Blockchain State Storage via MPT Manipulation. CoRR (2024)
Guangyuan Gao, Weina Niu, Jiacheng Gong, Dujuan Gu, Song Li, Mingxue Zhang, Xiaosong Zhang
GraphTunnel: Robust DNS Tunnel Detection Based on DNS Recursive Resolution Graph. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Junpeng He, Lingfeng Yao, Xiong Li, Muhammad Khurram Khan, Weina Niu, Xiaosong Zhang, Fagen Li
Model-agnostic generation-enhanced technology for few-shot intrusion detection. Appl. Intell. 54 (4) (2024)
Qingjun Yuan, Weina Niu, Yongjuan Wang, Gaopeng Gou, Bin Lu
Malicious Traffic Detection With Noise Labels Based on Cross-Modal Consistency. IEEE Netw. Lett. 6 (2) (2024)
Weina Niu, Zimu Li, Zhaoxu He, Aduo Wang, Beibei Li, Xiaosong Zhang
FSMFLog: Discovering Anomalous Logs Combining Full Semantic Information and Multifeature Fusion. IEEE Internet Things J. 11 (3) (2024)
Lingfeng Yao, Anran Hou, Weina Niu, Qingjun Yuan, Junpeng He, Yanfeng Zhang
Gedss: A Generic Framework to Enhance Model Robustness for Intrusion Detection on Noisy Data. CSCWD (2024)
Jia Hu, Weina Niu, Qingjun Yuan, Lingfeng Yao, Junpeng He, Yanfeng Zhang, Xiaosong Zhang
DEML: Data-Enhanced Meta-Learning Method for IoT APT Traffic Detection. ICDF2C (1) (2023)
Youlin Li, Weina Niu, Yukun Zhu, Jiacheng Gong, Beibei Li, Xiaosong Zhang
Fuzzing Logical Bugs in eBPF Verifier with Bound-Violation Indicator. ICC (2023)
Tianrui Wang, Weina Niu, Kangyi Ding, Lingfeng Yao, Pengsen Cheng, Xiaosong Zhang
Black-box Word-level Textual Adversarial Attack Based On Discrete Harris Hawks Optimization. CSCWD (2023)
Jiaxi Yang, Sheng Cao, Cuifang Zhao, Weina Niu, Li-Chuan Tsai
Portfolio-Based Incentive Mechanism Design for Cross-Device Federated Learning. CoRR (2023)
Weina Niu, Yuheng Luo, Kangyi Ding, Xiaosong Zhang, Yanping Wang, Beibei Li
A Novel Generation Method for Diverse Privacy Image Based on Machine Learning. Comput. J. 66 (3) (2023)
Weina Niu, Yihang Wang, Xingyu Liu, Ran Yan, Xiong Li, Xiaosong Zhang
GCDroid: Android Malware Detection Based on Graph Compression With Reachability Relationship Extraction for IoT Devices. IEEE Internet Things J. 10 (13) (2023)
Hang Zhu, Weina Niu, Xuhan Liao, Xiaosong Zhang, Xiaofen Wang, Beibei Li, Zheyuan He
Attacker Traceability on Ethereum through Graph Analysis. Secur. Commun. Networks 2022 (2022)
Weina Niu, Zhenqi Yu, Zimu Li, Beibei Li, Runzi Zhang, Xiaosong Zhang
LogTracer: Efficient Anomaly Tracing Combining System Log Detection and Provenance Graph. GLOBECOM (2022)
Kangyi Ding, Teng Hu, Xiaolei Liu, Weina Niu, Yanping Wang, Xiaosong Zhang
Targeted Anonymization: A Face Image Anonymization Method for Unauthorized Models. ICME (2022)
Jie Li, Weina Niu, Ran Yan, Zhiqin Duan, Beibei Li, Xiaosong Zhang
IDROP: Intelligently detecting Return-Oriented Programming using real-time execution flow and LSTM. TrustCom (2022)
Weina Niu, Jie Zhou, Yibin Zhao, Xiaosong Zhang, Yujie Peng, Cheng Huang
Uncovering APT malware traffic using deep learning combined with time sequence and association analysis. Comput. Secur. 120 (2022)
Kangyi Ding, Teng Hu, Weina Niu, Xiaolei Liu, Junpeng He, Mingyong Yin, Xiaosong Zhang
A Novel Steganography Method for Character-Level Text Image Based on Adversarial Attacks. Sensors 22 (17) (2022)
Xiaoxiao Zhou, Weina Niu, Xiaosong Zhang, Ruidong Chen, Yan Wang
A Fine-Grained Approach for Vulnerabilities Discovery Using Augmented Vulnerability Signatures. KSEM (3) (2022)
Zhenfei Zhao, Weina Niu, Xiaosong Zhang, Runzi Zhang, Zhenqi Yu, Cheng Huang
Trine: Syslog anomaly detection with three transformer encoders in one generative adversarial network. Appl. Intell. 52 (8) (2022)
Teng Hu, Xiaolei Liu, Ting Chen, Xiaosong Zhang, Xiaoming Huang, Weina Niu, Jiazhong Lu, Kun Zhou, Yuan Liu
Transaction-based classification and detection approach for Ethereum smart contract. Inf. Process. Manag. 58 (2) (2021)
Kangyi Ding, Xiaolei Liu, Weina Niu, Teng Hu, Yanping Wang, Xiaosong Zhang
A low-query black-box adversarial attack based on transferability. Knowl. Based Syst. 226 (2021)
Beibei Li, Yukun Jiang, Wenbin Sun, Weina Niu, Peiran Wang
FedVANET: Efficient Federated Learning with Non-IID Data for Vehicular Ad Hoc Networks. GLOBECOM (2021)
Wenbo Guo, Cheng Huang, Weina Niu, Yong Fang
Intelligent mining vulnerabilities in python code snippets. J. Intell. Fuzzy Syst. 41 (2) (2021)
Weina Niu, Jian'An Xiao, Xiyue Zhang, Xiaosong Zhang, Xiaojiang Du, Xiaoming Huang, Mohsen Guizani
Malware on Internet of UAVs Detection Combining String Matching and Fourier Transformation. IEEE Internet Things J. 8 (12) (2021)
Ying Li, Jiaxing Cheng, Cheng Huang, Zhouguo Chen, Weina Niu
NEDetector: Automatically extracting cybersecurity neologisms from hacker forums. J. Inf. Secur. Appl. 58 (2021)
Weina Niu, Jiao Xie, Xiaosong Zhang, Chong Wang, Xin-Qiang Li, Rui-Dong Chen, Xiao-Lei Liu
HTTP-Based APT Malware Infection Detection Using URL Correlation Analysis. Secur. Commun. Networks 2021 (2021)
Xiaolei Liu, Teng Hu, Kangyi Ding, Yang Bai, Weina Niu, Jiazhong Lu
A Black-Box Attack on Neural Networks Based on Swarm Evolutionary Algorithm. ACISP (2020)
Rongfeng Zheng, Jiayong Liu, Weina Niu, Liang Liu, Kai Li, Shan Liao
Preprocessing Method for Encrypted Traffic Based on Semisupervised Clustering. Secur. Commun. Networks 2020 (2020)
Weina Niu, Rong Cao, Xiaosong Zhang, Kangyi Ding, Kaimeng Zhang, Ting Li
OpCode-Level Function Call Graph Based Android Malware Classification Using Deep Learning. Sensors 20 (13) (2020)
Weina Niu, Ting Li, Xiaosong Zhang, Teng Hu, Tianyu Jiang, Heng Wu
Using XGBoost to Discover Infected Hosts Based on HTTP Traffic. Secur. Commun. Networks 2019 (2019)
Weina Niu, Zhongliu Zhuo, Xiaosong Zhang, Xiaojiang Du, Guowu Yang, Mohsen Guizani
A Heuristic Statistical Testing Based Approach for Encrypted Network Traffic Identification. IEEE Trans. Veh. Technol. 68 (4) (2019)
Xin Xie, Weina Niu, Xiaosong Zhang, Zhongwei Ren, Yuheng Luo, Jiangchao Li
Co-Clustering Host-Domain Graphs to Discover Malware Infection. AIAM (2019)
Jiazhong Lu, Weina Niu, Xiaolei Liu, Teng Hu, Xiaosong Zhang
A Lockable Abnormal Electromagnetic Signal Joint Detection Algorithm. Int. J. Pattern Recognit. Artif. Intell. 33 (13) (2019)
Weina Niu, Xiaosong Zhang, Xiaojiang Du, Teng Hu, Xin Xie, Nadra Guizani
Detecting Malware on X86-Based IoT Devices in Autonomous Driving. IEEE Wirel. Commun. 26 (4) (2019)
Teng Hu, Weina Niu, Xiaosong Zhang, Xiaolei Liu, Jiazhong Lu, Yuan Liu
An Insider Threat Detection Approach Based on Mouse Dynamics and Deep Learning. Secur. Commun. Networks 2019 (2019)
Dong Wang, Xiaosong Zhang, Jiang Ming, Ting Chen, Chao Wang, Weina Niu
Resetting Your Password Is Vulnerable: A Security Study of Common SMS-Based Authentication in IoT Device. Wirel. Commun. Mob. Comput. 2018 (2018)
Zhiyuan Ma, Guangchun Luo, Ke Qin, Nan Wang, Weina Niu
Weighted Domain Transfer Extreme Learning Machine and Its Online Version for Gas Sensor Drift Compensation in E-Nose Systems. Wirel. Commun. Mob. Comput. 2018 (2018)
Zhihong Rao, Weina Niu, Xiaosong Zhang, Hongwei Li
Tor anonymous traffic identification based on gravitational clustering. Peer-to-Peer Netw. Appl. 11 (3) (2018)
Zhiyuan Ma, Guangchun Luo, Ke Qin, Nan Wang, Weina Niu
Online Sensor Drift Compensation for E-Nose Systems Using Domain Adaptation and Extreme Learning Machine. Sensors 18 (3) (2018)
Weina Niu, Xiaosong Zhang, Guowu Yang, Zhongliu Zhuo, Jiazhong Lu
具有异构感染率的僵尸网络建模与分析 (Modeling and Analysis of Botnet with Heterogeneous Infection Rate). 计算机科学 45 (7) (2018)
Weina Niu, Xiaosong Zhang, Guowu Yang, Ruidong Chen, Dong Wang
Modeling Attack Process of Advanced Persistent Threat Using Network Evolution. IEICE Trans. Inf. Syst. (10) (2017)
Weina Niu, Xiaosong Zhang, Guowu Yang, Zhiyuan Ma, Zhongliu Zhuo
Phishing Emails Detection Using CS-SVM. ISPA/IUCC (2017)
Zhongliu Zhuo, Xiaosong Zhang, Weina Niu, Guowu Yang, Jingzhong Zhang
Improving data field hierarchical clustering using Barnes-Hut algorithm. Pattern Recognit. Lett. 80 (2016)
Weina Niu, Xiaosong Zhang, Kenli Li, Guowu Yang, Ruidong Chen
Modeling Attack Process of Advanced Persistent Threat. SpaCCS (2016)
Qing-bin Luo, Guowu Yang, Kun She, Weina Niu, Yuqi Wang
Multi-party quantum private comparison protocol based on d-dimensional entangled states. Quantum Inf. Process. 13 (10) (2014)