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2020 – today
- 2025
[j34]Weina Niu, Kexuan Zhang, Ran Yan, Jie Li, Yan Zhang, Xiaosong Zhang:
ROPGMN: Effective ROP and variants discovery using dynamic feature and graph matching network. Future Gener. Comput. Syst. 164: 107567 (2025)- 2024
- [b1]Weina Niu, Xiaosong Zhang, Ran Yan, Jiacheng Gong:
Android Malware Detection and Adversarial Methods. Springer 2024, ISBN 978-981-97-1458-2, pp. 3-190 - [j33]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): 3181-3204 (2024) - [j32]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: 111314 (2024) - [j31]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): 148-151 (2024) - [j30]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): 4442-4453 (2024) - [j29]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: 7705-7719 (2024) - [j28]Jiacheng Gong, Weina Niu, Song Li, Mingxue Zhang, Xiaosong Zhang:
Sensitive Behavioral Chain-Focused Android Malware Detection Fused With AST Semantics. IEEE Trans. Inf. Forensics Secur. 19: 9216-9229 (2024) - [c21]Xin Liu, Yuanyuan Huang, Tianyi Wang, Song Li, Weina Niu, Jun Shen, Qingguo Zhou, Xiaokang Zhou:
SQLStateGuard: Statement-Level SQL Injection Defense Based on Learning-Driven Middleware. SoCC 2024: 69-82 - [c20]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: 1645-1650 - [c19]Junpeng He, Hanyue Kong, Shihe Zhang, Xiong Li, Weina Niu, Xiaosong Zhang, Fagen Li:
Local Augmentation with Functionality-Preservation for Semi-Supervised Graph Intrusion Detection. ICC 2024: 2047-2052 - [c18]Lingfeng Yao, Weina Niu, Qingjun Yuan, Beibei Li, Yanfeng Zhang, Xiaosong Zhang:
A Robust Malicious Traffic Detection Framework with Low-quality Labeled Data. ICC 2024: 2719-2724 - [c17]Xuan Hai, Xin Liu, Zhaorun Chen, Yuan Tan, Song Li, Weina Niu, Gang Liu, Rui Zhou, Qingguo Zhou:
Ghost-in-Wave: How Speaker-Irrelative Features Interfere DeepFake Voice Detectors. ICME 2024: 1-6 - [c16]Ziang Liu, Xin Liu, Yingli Zhang, Zihao Zhang, Song Li, Weina Niu, Qingguo Zhou, Rui Zhou, Xiaokang Zhou:
LiScopeLens: An Open-Source License Incompatibility Analysis Tool Based on Scope Representation of License Terms. ISSRE 2024: 13-24 - [c15]Xuan Hai, Xin Liu, Yuan Tan, Gang Liu, Song Li, Weina Niu, Rui Zhou, Xiaokang Zhou:
What's the Real: A Novel Design Philosophy for Robust AI-Synthesized Voice Detection. ACM Multimedia 2024: 6900-6909 - [c14]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. SP 2024: 2180-2197 - [c13]Jiaxi Yang, Sheng Cao, Cuifang Zhao, Weina Niu, Li-Chuan Tsai:
Portfolio-Based Incentive Mechanism Design for Cross-Device Federated Learning. WCNC 2024: 1-6 - [i2]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 abs/2406.10687 (2024) - 2023
- [j27]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): 540-553 (2023) - [j26]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): 11343-11356 (2023) - [c12]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: 1166-1171 - [c11]Youlin Li, Weina Niu, Yukun Zhu, Jiacheng Gong, Beibei Li, Xiaosong Zhang:
Fuzzing Logical Bugs in eBPF Verifier with Bound-Violation Indicator. ICC 2023: 753-758 - [c10]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: 212-226 - [i1]Jiaxi Yang, Sheng Cao, Cuifang Zhao, Weina Niu, Li-Chuan Tsai:
Portfolio-Based Incentive Mechanism Design for Cross-Device Federated Learning. CoRR abs/2305.04081 (2023) - 2022
- [j25]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): 8810-8819 (2022) - [j24]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: 102809 (2022) - [j23]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: 3448950:1-3448950:12 (2022) - [j22]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): 6497 (2022) - [c9]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: 3356-3361 - [c8]Kangyi Ding, Teng Hu, Xiaolei Liu, Weina Niu, Yanping Wang, Xiaosong Zhang:
Targeted Anonymization: A Face Image Anonymization Method for Unauthorized Models. ICME 2022: 1-6 - [c7]Xiaoxiao Zhou, Weina Niu, Xiaosong Zhang, Ruidong Chen, Yan Wang:
A Fine-Grained Approach for Vulnerabilities Discovery Using Augmented Vulnerability Signatures. KSEM (3) 2022: 27-38 - [c6]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: 167-174 - 2021
- [j21]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): 9905-9919 (2021) - [j20]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): 102462 (2021) - [j19]Ying Li, Jiaxing Cheng, Cheng Huang, Zhouguo Chen, Weina Niu:
NEDetector: Automatically extracting cybersecurity neologisms from hacker forums. J. Inf. Secur. Appl. 58: 102784 (2021) - [j18]Wenbo Guo, Cheng Huang, Weina Niu, Yong Fang:
Intelligent mining vulnerabilities in python code snippets. J. Intell. Fuzzy Syst. 41(2): 3615-3628 (2021) - [j17]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: 107102 (2021) - [j16]Weina Niu, Jiao Xie, Xiaosong Zhang, Chong Wang, Xin-Qiang Li, Ruidong Chen, Xiao-Lei Liu:
HTTP-Based APT Malware Infection Detection Using URL Correlation Analysis. Secur. Commun. Networks 2021: 6653386:1-6653386:12 (2021) - [c5]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: 1-6 - 2020
- [j15]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: 8824659:1-8824659:13 (2020) - [j14]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): 3645 (2020) - [c4]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: 268-284
2010 – 2019
- 2019
- [j13]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): 1958009:1-1958009:17 (2019) - [j12]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: 2182615:1-2182615:11 (2019) - [j11]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: 3898951:1-3898951:12 (2019) - [j10]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): 3843-3853 (2019) - [j9]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): 80-87 (2019) - [c3]Xin Xie, Weina Niu, Xiaosong Zhang, Zhongwei Ren, Yuheng Luo, Jiangchao Li:
Co-Clustering Host-Domain Graphs to Discover Malware Infection. AIAM (ACM) 2019: 49:1-49:6 - 2018
- [j8]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): 135-138 (2018) - [j7]Zhihong Rao, Weina Niu, Xiaosong Zhang, Hongwei Li:
Tor anonymous traffic identification based on gravitational clustering. Peer-to-Peer Netw. Appl. 11(3): 592-601 (2018) - [j6]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): 742 (2018) - [j5]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) - [j4]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: 7849065:1-7849065:15 (2018) - 2017
- [j3]Weina Niu, Xiaosong Zhang, Guowu Yang, Ruidong Chen, Dong Wang:
Modeling Attack Process of Advanced Persistent Threat Using Network Evolution. IEICE Trans. Inf. Syst. 100-D(10): 2275-2286 (2017) - [c2]Weina Niu, Xiaosong Zhang, Guowu Yang, Zhiyuan Ma, Zhongliu Zhuo:
Phishing Emails Detection Using CS-SVM. ISPA/IUCC 2017: 1054-1059 - 2016
- [j2]Zhongliu Zhuo, Xiaosong Zhang, Weina Niu, Guowu Yang, Jingzhong Zhang:
Improving data field hierarchical clustering using Barnes-Hut algorithm. Pattern Recognit. Lett. 80: 113-120 (2016) - [c1]Weina Niu, Xiaosong Zhang, Kenli Li, Guowu Yang, Ruidong Chen:
Modeling Attack Process of Advanced Persistent Threat. SpaCCS 2016: 383-391 - 2014
- [j1]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): 2343-2352 (2014)
Coauthor Index
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