Weina Niu

According to our database, Weina Niu authored at least 56 papers between 2014 and 2025.

Collaborative distances:

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

2025

ROPGMN: Effective ROP and variants discovery using dynamic feature and graph matching network.

Weina Niu, Kexuan Zhang, Ran Yan, Jie Li, Yan Zhang, Xiaosong Zhang

Future Gener. Comput. Syst., 2025

2024

Malicious Traffic Detection With Noise Labels Based on Cross-Modal Consistency.

Qingjun Yuan, Weina Niu, Yongjuan Wang, Gaopeng Gou, Bin Lu

IEEE Netw. Lett., June, 2024

FSMFLog: Discovering Anomalous Logs Combining Full Semantic Information and Multifeature Fusion.

Weina Niu, Zimu Li, Zhaoxu He, Aduo Wang, Beibei Li, Xiaosong Zhang

IEEE Internet Things J., February, 2024

Sensitive Behavioral Chain-Focused Android Malware Detection Fused With AST Semantics.

Jiacheng Gong, Weina Niu, Song Li, Mingxue Zhang, Xiaosong Zhang

IEEE Trans. Inf. Forensics Secur., 2024

GraphTunnel: Robust DNS Tunnel Detection Based on DNS Recursive Resolution Graph.

Guangyuan Gao, Weina Niu, Jiacheng Gong, Dujuan Gu, Song Li, Mingxue Zhang, Xiaosong Zhang

IEEE Trans. Inf. Forensics Secur., 2024

A robust Wide & Deep learning framework for log-based anomaly detection.

Weina Niu, Xuhan Liao, Shiping Huang, Yudong Li, Xiaosong Zhang, Beibei Li

Appl. Soft Comput., 2024

Model-agnostic generation-enhanced technology for few-shot intrusion detection.

Junpeng He, Lingfeng Yao, Xiong Li, Muhammad Khurram Khan, Weina Niu, Xiaosong Zhang, Fagen Li

Appl. Intell., 2024

Portfolio-Based Incentive Mechanism Design for Cross-Device Federated Learning.

Jiaxi Yang, Sheng Cao, Cuifang Zhao, Weina Niu, Li-Chuan Tsai

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Nurgle: Exacerbating Resource Consumption in Blockchain State Storage via MPT Manipulation.

Zheyuan He, Zihao Li, Ao Qiao, Xiapu Luo, Xiaosong Zhang, Ting Chen, Shuwei Song, Dijun Liu, Weina Niu

Proceedings of the IEEE Symposium on Security and Privacy, 2024

What's the Real: A Novel Design Philosophy for Robust AI-Synthesized Voice Detection.

Xuan Hai, Xin Liu, Yuan Tan, Gang Liu, Song Li, Weina Niu, Rui Zhou, Xiaokang Zhou

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

LiScopeLens: An Open-Source License Incompatibility Analysis Tool Based on Scope Representation of License Terms.

Ziang Liu, Xin Liu, Yingli Zhang, Zihao Zhang, Song Li, Weina Niu, Qingguo Zhou, Rui Zhou, Xiaokang Zhou

Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

Ghost-in-Wave: How Speaker-Irrelative Features Interfere DeepFake Voice Detectors.

Xuan Hai, Xin Liu, Zhaorun Chen, Yuan Tan, Song Li, Weina Niu, Gang Liu, Rui Zhou, Qingguo Zhou

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

A Robust Malicious Traffic Detection Framework with Low-quality Labeled Data.

Lingfeng Yao, Weina Niu, Qingjun Yuan, Beibei Li, Yanfeng Zhang, Xiaosong Zhang

Proceedings of the IEEE International Conference on Communications, 2024

Local Augmentation with Functionality-Preservation for Semi-Supervised Graph Intrusion Detection.

Junpeng He, Hanyue Kong, Shihe Zhang, Xiong Li, Weina Niu, Xiaosong Zhang, Fagen Li

Proceedings of the IEEE International Conference on Communications, 2024

Gedss: A Generic Framework to Enhance Model Robustness for Intrusion Detection on Noisy Data.

Lingfeng Yao, Anran Hou, Weina Niu, Qingjun Yuan, Junpeng He, Yanfeng Zhang

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

SQLStateGuard: Statement-Level SQL Injection Defense Based on Learning-Driven Middleware.

Xin Liu, Yuanyuan Huang, Tianyi Wang, Song Li, Weina Niu, Jun Shen, Qingguo Zhou, Xiaokang Zhou

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

Android Malware Detection and Adversarial Methods

Weina Niu, Xiaosong Zhang, Ran Yan, Jiacheng Gong

Springer, ISBN: 978-981-97-1458-2, 2024

2023

GCDroid: Android Malware Detection Based on Graph Compression With Reachability Relationship Extraction for IoT Devices.

Weina Niu, Yihang Wang, Xingyu Liu, Ran Yan, Xiong Li, Xiaosong Zhang

IEEE Internet Things J., July, 2023

A Novel Generation Method for Diverse Privacy Image Based on Machine Learning.

Weina Niu, Yuheng Luo, Kangyi Ding, Xiaosong Zhang, Yanping Wang, Beibei Li

Comput. J., March, 2023

DEML: Data-Enhanced Meta-Learning Method for IoT APT Traffic Detection.

Jia Hu, Weina Niu, Qingjun Yuan, Lingfeng Yao, Junpeng He, Yanfeng Zhang, Xiaosong Zhang

Proceedings of the Digital Forensics and Cyber Crime - 14th EAI International Conference, 2023

Fuzzing Logical Bugs in eBPF Verifier with Bound-Violation Indicator.

Youlin Li, Weina Niu, Yukun Zhu, Jiacheng Gong, Beibei Li, Xiaosong Zhang

Proceedings of the IEEE International Conference on Communications, 2023

Black-box Word-level Textual Adversarial Attack Based On Discrete Harris Hawks Optimization.

Tianrui Wang, Weina Niu, Kangyi Ding, Lingfeng Yao, Pengsen Cheng, Xiaosong Zhang

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

2022

A Novel Steganography Method for Character-Level Text Image Based on Adversarial Attacks.

Kangyi Ding, Teng Hu, Weina Niu, Xiaolei Liu, Junpeng He, Mingyong Yin, Xiaosong Zhang

Sensors, 2022

Attacker Traceability on Ethereum through Graph Analysis.

Hang Zhu, Weina Niu, Xuhan Liao, Xiaosong Zhang, Xiaofen Wang, Beibei Li, Zheyuan He

Secur. Commun. Networks, 2022

Uncovering APT malware traffic using deep learning combined with time sequence and association analysis.

Weina Niu, Jie Zhou, Yibin Zhao, Xiaosong Zhang, Yujie Peng, Cheng Huang

Comput. Secur., 2022

Trine: Syslog anomaly detection with three transformer encoders in one generative adversarial network.

Zhenfei Zhao, Weina Niu, Xiaosong Zhang, Runzi Zhang, Zhenqi Yu, Cheng Huang

Appl. Intell., 2022

IDROP: Intelligently detecting Return-Oriented Programming using real-time execution flow and LSTM.

Jie Li, Weina Niu, Ran Yan, Zhiqin Duan, Beibei Li, Xiaosong Zhang

Proceedings of the IEEE International Conference on Trust, 2022

A Fine-Grained Approach for Vulnerabilities Discovery Using Augmented Vulnerability Signatures.

Xiaoxiao Zhou, Weina Niu, Xiaosong Zhang, Ruidong Chen, Yan Wang

Proceedings of the Knowledge Science, Engineering and Management, 2022

Targeted Anonymization: A Face Image Anonymization Method for Unauthorized Models.

Kangyi Ding, Teng Hu, Xiaolei Liu, Weina Niu, Yanping Wang, Xiaosong Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

LogTracer: Efficient Anomaly Tracing Combining System Log Detection and Provenance Graph.

Weina Niu, Zhenqi Yu, Zimu Li, Beibei Li, Runzi Zhang, Xiaosong Zhang

Proceedings of the IEEE Global Communications Conference, 2022

2021

HTTP-Based APT Malware Infection Detection Using URL Correlation Analysis.

Weina Niu, Jiao Xie, Xiaosong Zhang, Chong Wang, Xin-Qiang Li, Ruidong Chen, Xiao-Lei Liu

Secur. Commun. Networks, 2021

A low-query black-box adversarial attack based on transferability.

Kangyi Ding, Xiaolei Liu, Weina Niu, Teng Hu, Yanping Wang, Xiaosong Zhang

Knowl. Based Syst., 2021

Intelligent mining vulnerabilities in python code snippets.

Wenbo Guo, Cheng Huang, Weina Niu, Yong Fang

J. Intell. Fuzzy Syst., 2021

NEDetector: Automatically extracting cybersecurity neologisms from hacker forums.

Ying Li, Jiaxing Cheng, Cheng Huang, Zhouguo Chen, Weina Niu

J. Inf. Secur. Appl., 2021

Transaction-based classification and detection approach for Ethereum smart contract.

Teng Hu, Xiaolei Liu, Ting Chen, Xiaosong Zhang, Xiaoming Huang, Weina Niu, Jiazhong Lu, Kun Zhou, Yuan Liu

Inf. Process. Manag., 2021

Malware on Internet of UAVs Detection Combining String Matching and Fourier Transformation.

Weina Niu, Jian'An Xiao, Xiyue Zhang, Xiaosong Zhang, Xiaojiang Du, Xiaoming Huang, Mohsen Guizani

IEEE Internet Things J., 2021

FedVANET: Efficient Federated Learning with Non-IID Data for Vehicular Ad Hoc Networks.

Beibei Li, Yukun Jiang, Wenbin Sun, Weina Niu, Peiran Wang

Proceedings of the IEEE Global Communications Conference, 2021

2020

OpCode-Level Function Call Graph Based Android Malware Classification Using Deep Learning.

Weina Niu, Rong Cao, Xiaosong Zhang, Kangyi Ding, Kaimeng Zhang, Ting Li

Sensors, 2020

Preprocessing Method for Encrypted Traffic Based on Semisupervised Clustering.

Rongfeng Zheng, Jiayong Liu, Weina Niu, Liang Liu, Kai Li, Shan Liao

Secur. Commun. Networks, 2020

A Black-Box Attack on Neural Networks Based on Swarm Evolutionary Algorithm.

Xiaolei Liu, Teng Hu, Kangyi Ding, Yang Bai, Weina Niu, Jiazhong Lu

Proceedings of the Information Security and Privacy - 25th Australasian Conference, 2020

2019

Detecting Malware on X86-Based IoT Devices in Autonomous Driving.

Weina Niu, Xiaosong Zhang, Xiaojiang Du, Teng Hu, Xin Xie, Nadra Guizani

IEEE Wirel. Commun., 2019

A Heuristic Statistical Testing Based Approach for Encrypted Network Traffic Identification.

Weina Niu, Zhongliu Zhuo, Xiaosong Zhang, Xiaojiang Du, Guowu Yang, Mohsen Guizani

IEEE Trans. Veh. Technol., 2019

Using XGBoost to Discover Infected Hosts Based on HTTP Traffic.

Weina Niu, Ting Li, Xiaosong Zhang, Teng Hu, Tianyu Jiang, Heng Wu

Secur. Commun. Networks, 2019

An Insider Threat Detection Approach Based on Mouse Dynamics and Deep Learning.

Teng Hu, Weina Niu, Xiaosong Zhang, Xiaolei Liu, Jiazhong Lu, Yuan Liu

Secur. Commun. Networks, 2019

A Lockable Abnormal Electromagnetic Signal Joint Detection Algorithm.

Jiazhong Lu, Weina Niu, Xiaolei Liu, Teng Hu, Xiaosong Zhang

Int. J. Pattern Recognit. Artif. Intell., 2019

Co-Clustering Host-Domain Graphs to Discover Malware Infection.

Xin Xie, Weina Niu, Xiaosong Zhang, Zhongwei Ren, Yuheng Luo, Jiangchao Li

Proceedings of the 2019 International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

2018

Resetting Your Password Is Vulnerable: A Security Study of Common SMS-Based Authentication in IoT Device.

Dong Wang, Xiaosong Zhang, Jiang Ming, Ting Chen, Chao Wang, Weina Niu

Wirel. Commun. Mob. Comput., 2018

Weighted Domain Transfer Extreme Learning Machine and Its Online Version for Gas Sensor Drift Compensation in E-Nose Systems.

Zhiyuan Ma, Guangchun Luo, Ke Qin, Nan Wang, Weina Niu

Wirel. Commun. Mob. Comput., 2018

Online Sensor Drift Compensation for E-Nose Systems Using Domain Adaptation and Extreme Learning Machine.

Zhiyuan Ma, Guangchun Luo, Ke Qin, Nan Wang, Weina Niu

Sensors, 2018

Tor anonymous traffic identification based on gravitational clustering.

Zhihong Rao, Weina Niu, Xiaosong Zhang, Hongwei Li

Peer-to-Peer Netw. Appl., 2018

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).

Weina Niu, Xiaosong Zhang, Guowu Yang, Zhongliu Zhuo, Jiazhong Lu

计算机科学, 2018

2017

Modeling Attack Process of Advanced Persistent Threat Using Network Evolution.

Weina Niu, Xiaosong Zhang, Guowu Yang, Ruidong Chen, Dong Wang

IEICE Trans. Inf. Syst., 2017

Phishing Emails Detection Using CS-SVM.

Weina Niu, Xiaosong Zhang, Guowu Yang, Zhiyuan Ma, Zhongliu Zhuo

Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

2016

Improving data field hierarchical clustering using Barnes-Hut algorithm.

Zhongliu Zhuo, Xiaosong Zhang, Weina Niu, Guowu Yang, Jingzhong Zhang

Pattern Recognit. Lett., 2016

Modeling Attack Process of Advanced Persistent Threat.

Weina Niu, Xiaosong Zhang, Kenli Li, Guowu Yang, Ruidong Chen

Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2016

2014

Multi-party quantum private comparison protocol based on d-dimensional entangled states.

Qing-bin Luo, Guowu Yang, Kun She, Weina Niu, Yuqi Wang

Quantum Inf. Process., 2014