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Weina Niu
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 47
Top Topics
Deep Learning
Association Analysis
Anomaly Detection
Malicious Traffic
Top Venues
Secur. Commun. Networks
Sensors
IEEE Internet Things J.
Wirel. Commun. Mob. Comput.
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Publications
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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)