Weina Niu

77 papers A* 3A 4B 5C 2Misc 1Journal 49Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
CPGHunter: LLM-guided semantic modeling for scalable vulnerability detection via taint analysis.
Empir. Softw. Eng.
Anran Hou, Bingjun Su, Weina Niu, Qinsheng Hou, Honghua Wu, Xiaosong Zhang
2026 J jnl
PIEDChecker: Uncover Permissions-Independent Emulation-Detection Methods in Android System.
IEEE Trans. Dependable Secur. Comput.
Ran Yan, Weina Niu, Qinsheng Hou, Xingyu Liu, Lingyun Ying, Xiaosong Zhang
2026 J jnl
Towards a comprehensive framework for verifying open-source software license compatibility.
Empir. Softw. Eng.
Ziang Liu, Xin Liu, Yingli Zhang, Song Li, Weina Niu, Qingguo Zhou, Rui Zhou, Xiaokang Zhou
2025 J jnl
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework.
IEEE Trans. Inf. Forensics Secur.
Junpeng He, Xiong Li, Xiaosong Zhang, Weina Niu, Fagen Li
2025 J jnl
Active cybersecurity: vision, model, and key technologies.
Frontiers Inf. Technol. Electron. Eng.
Xiaosong Zhang, Yukun Zhu, Xiong Li, Yongzhao Zhang, Weina Niu, Fenghua Xu, Junpeng He, Ran Yan, Shiping Huang
2025 J jnl
BPFDex: Enabling Robust Android Apps Unpacking via Android Kernel.
IEEE Trans. Inf. Forensics Secur.
Mingyang Li, Weina Niu, Jiacheng Gong, Song Li, Mingxue Zhang, Xiaosong Zhang
2025 J jnl
CAED: A Comprehensive Android Emulator Detection Framework With Data Augmentation.
IEEE Internet Things J.
Ran Yan, Weina Niu, Qinsheng Hou, YuChi Su, Jiacheng Gong, Xiaosong Zhang
2025 J jnl
DLET-Classifier: A Dynamic and Lightweight Method for Encrypted Traffic Classification.
IEEE Internet Things J.
Jiayong Wu, Weina Niu, Fushan Wei, Shaofeng Li, Shiping Huang, Jiacheng Gong, Xiaosong Zhang
2025 J jnl
DMF: A Deep Multimodal Fusion-Based Network Traffic Classification Model.
Comput. Mater. Continua
Xiangbin Wang, Qingjun Yuan, Weina Niu, Qianwei Meng, Yongjuan Wang, Chunxiang Gu
2025 J jnl
Disentangled Graph Representation Based on Substructure-Aware Graph Optimal Matching Kernel Convolutional Networks.
CoRR
Mao Wang, Tao Wu, Xingping Xian, Shaojie Qiao, Weina Niu, Canyixing Cui
2025 — conf
FATFI: A Framework to Generate Adversarial Traffic with Feature Interpretability.
KSEM (3)
Yikang Wang, Weina Niu, Dujuan Gu, Qingjun Yuan, Jiacheng Gong, Shuangqi Gan, Xin Lin, Xiaosong Zhang
2025 — conf
FCAL: An Asynchronous Federated Contrastive Semi-supervised Learning Approach for Network Traffic Classification.
ICICS (3)
Yu Yan, Qingjun Yuan, Weina Niu, Xiangyu Wang, Yanbei Zhu, Yongjuan Wang
2025 J jnl
IIT: Accurate Decentralized Application Identification Through Mining Intra- and Inter-Flow Relationships.
IEEE Trans. Netw. Serv. Manag.
Qianwei Meng, Qingjun Yuan, Weina Niu, Yongjuan Wang, Siqi Lu, Guangsong Li, Xiangbin Wang, Wenqi He
2025 A conf
ISGraphVD: Precise Vulnerability Detection for IoT Supply Chains Based on Identifier Sensitive Graph.
ISSRE
Yingli Zhang, Xin Liu, Ziang Liu, Song Li, Nan Li, Weina Niu, Rui Zhou, Qingguo Zhou
2025 J jnl
Identifying Android Malware Using Fine-Grained Path Information from HIN.
Int. J. Softw. Eng. Knowl. Eng.
Erfan Zhao, Weina Niu, Cheng Huang, Xixuan Ren, Jiacheng Gong, Anran Hou
2025 J jnl
ROPGMN: Effective ROP and variants discovery using dynamic feature and graph matching network.
Future Gener. Comput. Syst.
Weina Niu, Kexuan Zhang, Ran Yan, Jie Li, Yan Zhang, Xiaosong Zhang
2025 A* conf
SiFMimicEvader: Evading Fake Voice Detection with Adversarial Neural Mimicry Attacks.
ACM Multimedia
Xuan Hai, Xin Liu, Zihao Zhang, Ziyao Yu, Xiangzhen Kong, Song Li, Weina Niu, Rui Zhou, Qingguo Zhou
2025 J jnl
WIVIM: Web Injection Vulnerabilities Detection Based on Interprocedural Analysis and MiniLM-GNN.
Peer Peer Netw. Appl.
Yizhong Wei, Weina Niu, Yi Shen, Honghua Wu, Jiacheng Gong, Xiaosong Zhang
2024 — conf
A Robust Malicious Traffic Detection Framework with Low-quality Labeled Data.
ICC
Lingfeng Yao, Weina Niu, Qingjun Yuan, Beibei Li, Yanfeng Zhang, Xiaosong Zhang
2024 J jnl
A robust Wide & Deep learning framework for log-based anomaly detection.
Appl. Soft Comput.
Weina Niu, Xuhan Liao, Shiping Huang, Yudong Li, Xiaosong Zhang, Beibei Li
2024 — book
Android Malware Detection and Adversarial Methods
Weina Niu, Xiaosong Zhang, Ran Yan, Jiacheng Gong
2024 B conf
Enabling Robust Android Malicious Packet Capturing and Detection via Android Kernel.
TrustCom
Mingyang Li, Weina Niu, Xinglong Chen, Jiacheng Gong, Kegang Hao, Xiaosong Zhang
2024 J jnl
FSMFLog: Discovering Anomalous Logs Combining Full Semantic Information and Multifeature Fusion.
IEEE Internet Things J.
Weina Niu, Zimu Li, Zhaoxu He, Aduo Wang, Beibei Li, Xiaosong Zhang
2024 C conf
Gedss: A Generic Framework to Enhance Model Robustness for Intrusion Detection on Noisy Data.
CSCWD
Lingfeng Yao, Anran Hou, Weina Niu, Qingjun Yuan, Junpeng He, Yanfeng Zhang
2024 A conf
Ghost-in-Wave: How Speaker-Irrelative Features Interfere DeepFake Voice Detectors.
ICME
Xuan Hai, Xin Liu, Zhaorun Chen, Yuan Tan, Song Li, Weina Niu, Gang Liu, Rui Zhou, Qingguo Zhou
2024 J jnl
GraphTunnel: Robust DNS Tunnel Detection Based on DNS Recursive Resolution Graph.
IEEE Trans. Inf. Forensics Secur.
Guangyuan Gao, Weina Niu, Jiacheng Gong, Dujuan Gu, Song Li, Mingxue Zhang, Xiaosong Zhang
2024 — conf
HGNNDroid: Android Malware Detection Based on Heterogeneous Graph Neural Network.
DSC
Xingyu Liu, Xiaozhen Liu, Kegang Hao, Ke Wang, Xinglong Chen, Weina Niu
2024 A conf
LiScopeLens: An Open-Source License Incompatibility Analysis Tool Based on Scope Representation of License Terms.
ISSRE
Ziang Liu, Xin Liu, Yingli Zhang, Zihao Zhang, Song Li, Weina Niu, Qingguo Zhou, Rui Zhou, Xiaokang Zhou
2024 — conf
Local Augmentation with Functionality-Preservation for Semi-Supervised Graph Intrusion Detection.
ICC
Junpeng He, Hanyue Kong, Shihe Zhang, Xiong Li, Weina Niu, Xiaosong Zhang, Fagen Li
2024 J jnl
Malicious Traffic Detection With Noise Labels Based on Cross-Modal Consistency.
IEEE Netw. Lett.
Qingjun Yuan, Weina Niu, Yongjuan Wang, Gaopeng Gou, Bin Lu
2024 J jnl
Model-agnostic generation-enhanced technology for few-shot intrusion detection.
Appl. Intell.
Junpeng He, Lingfeng Yao, Xiong Li, Muhammad Khurram Khan, Weina Niu, Xiaosong Zhang, Fagen Li
2024 A* conf
Nurgle: Exacerbating Resource Consumption in Blockchain State Storage via MPT Manipulation.
SP
Zheyuan He, Zihao Li, Ao Qiao, Xiapu Luo, Xiaosong Zhang, Ting Chen, Shuwei Song, Dijun Liu, Weina Niu
2024 J jnl
Nurgle: Exacerbating Resource Consumption in Blockchain State Storage via MPT Manipulation.
CoRR
Zheyuan He, Zihao Li, Ao Qiao, Xiapu Luo, Xiaosong Zhang, Ting Chen, Shuwei Song, Dijun Liu, Weina Niu
2024 B conf
Portfolio-Based Incentive Mechanism Design for Cross-Device Federated Learning.
WCNC
Jiaxi Yang, Sheng Cao, Cuifang Zhao, Weina Niu, Li-Chuan Tsai
2024 — conf
SQLStateGuard: Statement-Level SQL Injection Defense Based on Learning-Driven Middleware.
SoCC
Xin Liu, Yuanyuan Huang, Tianyi Wang, Song Li, Weina Niu, Jun Shen, Qingguo Zhou, Xiaokang Zhou
2024 J jnl
Sensitive Behavioral Chain-Focused Android Malware Detection Fused With AST Semantics.
IEEE Trans. Inf. Forensics Secur.
Jiacheng Gong, Weina Niu, Song Li, Mingxue Zhang, Xiaosong Zhang
2024 A* conf
What's the Real: A Novel Design Philosophy for Robust AI-Synthesized Voice Detection.
ACM Multimedia
Xuan Hai, Xin Liu, Yuan Tan, Gang Liu, Song Li, Weina Niu, Rui Zhou, Xiaokang Zhou
2023 J jnl
A Novel Generation Method for Diverse Privacy Image Based on Machine Learning.
Comput. J.
Weina Niu, Yuheng Luo, Kangyi Ding, Xiaosong Zhang, Yanping Wang, Beibei Li
2023 C conf
Black-box Word-level Textual Adversarial Attack Based On Discrete Harris Hawks Optimization.
CSCWD
Tianrui Wang, Weina Niu, Kangyi Ding, Lingfeng Yao, Pengsen Cheng, Xiaosong Zhang
2023 — conf
DEML: Data-Enhanced Meta-Learning Method for IoT APT Traffic Detection.
ICDF2C (1)
Jia Hu, Weina Niu, Qingjun Yuan, Lingfeng Yao, Junpeng He, Yanfeng Zhang, Xiaosong Zhang
2023 — conf
Fuzzing Logical Bugs in eBPF Verifier with Bound-Violation Indicator.
ICC
Youlin Li, Weina Niu, Yukun Zhu, Jiacheng Gong, Beibei Li, Xiaosong Zhang
2023 J jnl
GCDroid: Android Malware Detection Based on Graph Compression With Reachability Relationship Extraction for IoT Devices.
IEEE Internet Things J.
Weina Niu, Yihang Wang, Xingyu Liu, Ran Yan, Xiong Li, Xiaosong Zhang
2023 J jnl
Portfolio-Based Incentive Mechanism Design for Cross-Device Federated Learning.
CoRR
Jiaxi Yang, Sheng Cao, Cuifang Zhao, Weina Niu, Li-Chuan Tsai
2022 — conf
A Fine-Grained Approach for Vulnerabilities Discovery Using Augmented Vulnerability Signatures.
KSEM (3)
Xiaoxiao Zhou, Weina Niu, Xiaosong Zhang, Ruidong Chen, Yan Wang
2022 J jnl
A Novel Steganography Method for Character-Level Text Image Based on Adversarial Attacks.
Sensors
Kangyi Ding, Teng Hu, Weina Niu, Xiaolei Liu, Junpeng He, Mingyong Yin, Xiaosong Zhang
2022 J jnl
Attacker Traceability on Ethereum through Graph Analysis.
Secur. Commun. Networks
Hang Zhu, Weina Niu, Xuhan Liao, Xiaosong Zhang, Xiaofen Wang, Beibei Li, Zheyuan He
2022 B conf
IDROP: Intelligently detecting Return-Oriented Programming using real-time execution flow and LSTM.
TrustCom
Jie Li, Weina Niu, Ran Yan, Zhiqin Duan, Beibei Li, Xiaosong Zhang
2022 B conf
LogTracer: Efficient Anomaly Tracing Combining System Log Detection and Provenance Graph.
GLOBECOM
Weina Niu, Zhenqi Yu, Zimu Li, Beibei Li, Runzi Zhang, Xiaosong Zhang
2022 A conf
Targeted Anonymization: A Face Image Anonymization Method for Unauthorized Models.
ICME
Kangyi Ding, Teng Hu, Xiaolei Liu, Weina Niu, Yanping Wang, Xiaosong Zhang
2022 J jnl
Trine: Syslog anomaly detection with three transformer encoders in one generative adversarial network.
Appl. Intell.
Zhenfei Zhao, Weina Niu, Xiaosong Zhang, Runzi Zhang, Zhenqi Yu, Cheng Huang
2022 J jnl
Uncovering APT malware traffic using deep learning combined with time sequence and association analysis.
Comput. Secur.
Weina Niu, Jie Zhou, Yibin Zhao, Xiaosong Zhang, Yujie Peng, Cheng Huang
2021 J jnl
A low-query black-box adversarial attack based on transferability.
Knowl. Based Syst.
Kangyi Ding, Xiaolei Liu, Weina Niu, Teng Hu, Yanping Wang, Xiaosong Zhang
2021 B conf
FedVANET: Efficient Federated Learning with Non-IID Data for Vehicular Ad Hoc Networks.
GLOBECOM
Beibei Li, Yukun Jiang, Wenbin Sun, Weina Niu, Peiran Wang
2021 J jnl
HTTP-Based APT Malware Infection Detection Using URL Correlation Analysis.
Secur. Commun. Networks
Weina Niu, Jiao Xie, Xiaosong Zhang, Chong Wang, Xin-Qiang Li, Ruidong Chen, Xiao-Lei Liu
2021 J jnl
Intelligent mining vulnerabilities in python code snippets.
J. Intell. Fuzzy Syst.
Wenbo Guo, Cheng Huang, Weina Niu, Yong Fang
2021 J jnl
Malware on Internet of UAVs Detection Combining String Matching and Fourier Transformation.
IEEE Internet Things J.
Weina Niu, Jian'An Xiao, Xiyue Zhang, Xiaosong Zhang, Xiaojiang Du, Xiaoming Huang, Mohsen Guizani
2021 J jnl
NEDetector: Automatically extracting cybersecurity neologisms from hacker forums.
J. Inf. Secur. Appl.
Ying Li, Jiaxing Cheng, Cheng Huang, Zhouguo Chen, Weina Niu
2021 J jnl
Transaction-based classification and detection approach for Ethereum smart contract.
Inf. Process. Manag.
Teng Hu, Xiaolei Liu, Ting Chen, Xiaosong Zhang, Xiaoming Huang, Weina Niu, Jiazhong Lu, Kun Zhou, Yuan Liu
2020 Misc conf
A Black-Box Attack on Neural Networks Based on Swarm Evolutionary Algorithm.
ACISP
Xiaolei Liu, Teng Hu, Kangyi Ding, Yang Bai, Weina Niu, Jiazhong Lu
2020 J jnl
OpCode-Level Function Call Graph Based Android Malware Classification Using Deep Learning.
Sensors
Weina Niu, Rong Cao, Xiaosong Zhang, Kangyi Ding, Kaimeng Zhang, Ting Li
2020 J jnl
Preprocessing Method for Encrypted Traffic Based on Semisupervised Clustering.
Secur. Commun. Networks
Rongfeng Zheng, Jiayong Liu, Weina Niu, Liang Liu, Kai Li, Shan Liao
2019 J jnl
A Heuristic Statistical Testing Based Approach for Encrypted Network Traffic Identification.
IEEE Trans. Veh. Technol.
Weina Niu, Zhongliu Zhuo, Xiaosong Zhang, Xiaojiang Du, Guowu Yang, Mohsen Guizani
2019 J jnl
A Lockable Abnormal Electromagnetic Signal Joint Detection Algorithm.
Int. J. Pattern Recognit. Artif. Intell.
Jiazhong Lu, Weina Niu, Xiaolei Liu, Teng Hu, Xiaosong Zhang
2019 J jnl
An Insider Threat Detection Approach Based on Mouse Dynamics and Deep Learning.
Secur. Commun. Networks
Teng Hu, Weina Niu, Xiaosong Zhang, Xiaolei Liu, Jiazhong Lu, Yuan Liu
2019 — conf
Co-Clustering Host-Domain Graphs to Discover Malware Infection.
AIAM (ACM)
Xin Xie, Weina Niu, Xiaosong Zhang, Zhongwei Ren, Yuheng Luo, Jiangchao Li
2019 J jnl
Detecting Malware on X86-Based IoT Devices in Autonomous Driving.
IEEE Wirel. Commun.
Weina Niu, Xiaosong Zhang, Xiaojiang Du, Teng Hu, Xin Xie, Nadra Guizani
2019 J jnl
Using XGBoost to Discover Infected Hosts Based on HTTP Traffic.
Secur. Commun. Networks
Weina Niu, Ting Li, Xiaosong Zhang, Teng Hu, Tianyu Jiang, Heng Wu
2018 J jnl
Online Sensor Drift Compensation for E-Nose Systems Using Domain Adaptation and Extreme Learning Machine.
Sensors
Zhiyuan Ma, Guangchun Luo, Ke Qin, Nan Wang, Weina Niu
2018 J jnl
Resetting Your Password Is Vulnerable: A Security Study of Common SMS-Based Authentication in IoT Device.
Wirel. Commun. Mob. Comput.
Dong Wang, Xiaosong Zhang, Jiang Ming, Ting Chen, Chao Wang, Weina Niu
2018 J jnl
Tor anonymous traffic identification based on gravitational clustering.
Peer-to-Peer Netw. Appl.
Zhihong Rao, Weina Niu, Xiaosong Zhang, Hongwei Li
2018 J jnl
Weighted Domain Transfer Extreme Learning Machine and Its Online Version for Gas Sensor Drift Compensation in E-Nose Systems.
Wirel. Commun. Mob. Comput.
Zhiyuan Ma, Guangchun Luo, Ke Qin, Nan Wang, Weina Niu
2018 J jnl
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
Weina Niu, Xiaosong Zhang, Guowu Yang, Zhongliu Zhuo, Jiazhong Lu
2017 J jnl
Modeling Attack Process of Advanced Persistent Threat Using Network Evolution.
IEICE Trans. Inf. Syst.
Weina Niu, Xiaosong Zhang, Guowu Yang, Ruidong Chen, Dong Wang
2017 — conf
Phishing Emails Detection Using CS-SVM.
ISPA/IUCC
Weina Niu, Xiaosong Zhang, Guowu Yang, Zhiyuan Ma, Zhongliu Zhuo
2016 J jnl
Improving data field hierarchical clustering using Barnes-Hut algorithm.
Pattern Recognit. Lett.
Zhongliu Zhuo, Xiaosong Zhang, Weina Niu, Guowu Yang, Jingzhong Zhang
2016 — conf
Modeling Attack Process of Advanced Persistent Threat.
SpaCCS
Weina Niu, Xiaosong Zhang, Kenli Li, Guowu Yang, Ruidong Chen
2014 J jnl
Multi-party quantum private comparison protocol based on d-dimensional entangled states.
Quantum Inf. Process.
Qing-bin Luo, Guowu Yang, Kun She, Weina Niu, Yuqi Wang