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LowPTor: A lightweight method for detecting extremely low-proportion darknet traffic☆
Qiang Zhang, Cheng Huang*, Jiaxuan Han, Shuyi Jiang, Jiayong Liu
Computers & Security, 2025(154), 104420
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面向暗网抑制的普适性安全理论研究构想和成果展望
黄诚, 丁建伟, 赵佳鹏, 陈周国, 时金桥
工程科学与技术, 2025,57(1):1-10
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LineJLocRepair: A Line-Level Method for Automated Vulnerability Repair Based on Joint Training
Jing Hou#, Jiaxuan Han#, Cheng Huang*, Nannan Wang, Lerong Li
Future Generation Computer Systems, 2025
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Q1
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OSCSE: A Practical Security Assessment Model for General Open Source Components
Ziyan Wang, Cheng Huang*, Yang You
International Journal of Software Engineering and Knowledge Engineering, 2025
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CoExpMiner: An AHIN-based Vulnerability Co-exploitation Mining Framework
Shuyi Jiang, Cheng Huang*, Jiaxuan Han
IEEE Transactions on Reliability, 2024
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Donapi: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping
Cheng Huang, Nannan Wang*, Ziyan Wang, Siqi Sun, Lingzi Li, Junren Chen, Qianchong Zhao, Jiaxuan Han, Zhen Yang and Lei Shi
The 33rd USENIX Security Symposium (USENIX Security '24), 2024
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bjCnet: A Contrastive Learning-Based Framework for Software Defect Prediction
Jiaxuan Han, Cheng Huang*, Jiayong Liu
Computers & Security, 2024, 104024
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bjEnet: a fast and accurate software bug localization method in natural language semantic space
Jiaxuan Han, Cheng Huang, Jiayong Liu*
Software Quality Journal, 2024
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CMRight: Chinese Morph Resolution based on end-to-end model combined with enhancement algorithms
Nannan Wang, Cheng Huang*, Junren Chen, Lingzi Li
Expert Systems With Applications, 2024
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Hacker group identification based on dynamic heterogeneous graph node update
Yijia Xu, Yong Fang, Cheng Huang*, Zhonglin Liu, Weipeng Cao
Applied Soft Computing, 2024(158), 111587
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Automated Discovery and Mapping ATT&CK Tactics and Techniques for Unstructured Cyber Threat Intelligence
Lingzi Li, Cheng Huang*, Junren Chen
Computers & Security, 2024
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VioDroid-Finder: Automated Evaluation of Compliance and Consistency for Android Apps
Junren Chen, Cheng Huang*, Jiaxuan Han
Empirical Software Engineering, 2024(29), 2024
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基于目标识别与主题引导对话的黑灰产威胁情报挖掘
罗双春, 黄诚*, 孙恩博
信息安全学报, 2023.
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CyberEA: An Efficient Entity Alignment Framework for Cybersecurity Knowledge Graph
Yue Huang, Yongyan Guo, Cheng Huang*
The 19th EAI International Conference on Security and Privacy in Communication Networks (SecureComm 2023), 2023
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APTBert: Abstract Generation and Event Extraction from APT Reports
Chenxin Zhou, Cheng Huang*, Zheng Zuo
The 14th EAI International Conference on Digital Forensics & Cyber Crime (ICDF2C 2023), 2023
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An Empirical Study of Malicious Code In PyPI Ecosystem
Wenbo Guo, Zhengzi Xu*, Chengwei Liu, Cheng Huang, Yong Fang*, Yang Liu
The 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023), 2023:166-177
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SecTKG: A Knowledge Graph for Open Source Security Tools
Siqi Sun, Cheng Huang*, Tiejun Wu and Yi Shen
International Journal of Intelligent Systems, 2023
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A Framework for Threat Intelligence Extraction and Fusion
Yongyan Guo, Zhengyu Liu, Cheng Huang*, Nannan Wang, Hai Min, Wenbo Guo and Jiayong Liu
Computers & Security, 2023(132), 103371
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Unveiling Cybersecurity Threats from Online Chat Groups: A Triple Extraction Approach
Zhen Yang, Cheng Huang*, and Jiayong Liu
The 16th International Conference on Knowledge Science, Engineering and Management (KSEM 2023). 2023
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bjXnet: an improved bug localization model based on code property graph and attention mechanism
Jiaxuan Han, Cheng Huang*, Siqi Sun, Zhonglin Liu and Jiayong Liu
Automated Software Engineering, 2023(30), 12
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Coreference Resolution for Cybersecurity Entity: Towards Explicit, Comprehensive Cybersecurity Knowledge Graph with Low Redundancy
Zhengyu Liu, Haochen Su, Nannan Wang, Cheng Huang*
The 18th EAI International Conference on Security and Privacy in Communication Networks (SecureComm 2022), Springer, Cham, 2023:89-108
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VULDEFF: Vulnerability Detection Method Based on Function Fingerprints and Code Differences
Qianchong Zhao, Cheng Huang*, and Liuhu Dai
Knowledge-based Systems, 2023(260), 110139
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MFXSS: An effective XSS vulnerability detection method in JavaScript based on multi-feature model
Zhonglin Liu, Yong Fang, Cheng Huang*, Yijia Xu
Computers & Security, 2023(124), 103015
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ExpSeeker: Extract Public Exploit Code Information from Social Media
Yutong Du, Cheng Huang*, Genpei Liang, Zhihao Fu, Dunhan Li, Yong Ding
Applied Intelligence, 2023(53), 15772–15786
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CSCD: A Cyber Security Community Detection Scheme on Online Social Networks
Yutong Zeng, Honghao Yu, Tiejun Wu, Yong Chen, Xing Lan, and Cheng Huang*
The 13th EAI International Conference on Digital Forensics & Cyber Crime (ICDF2C 2022), 2022
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Viopolicy-Detector: An Automated Approach to Detecting GDPR Compliance Violations in Websites
Haoran Ou, Yong Fang, Wenbo Guo, Yongyan Guo, Cheng Huang*
The 25th International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2022), 2022:409–430
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HyVulDect: A Hybrid Semantic Vulnerability Mining System Based on Graph Neural Network
Wenbo Guo, Yong Fang, Cheng Huang*, Haoran Ou, Chun Lin, Yongyan Guo
Computers & Security, 2022(121), 102823
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WAIN: Automatic Web Application Identification and Naming Method
Yuqiang Sun, Dunhan Li, Yixin Wu, Xuelin Wan, Cheng Huang*
In 13th Asia-Pacific Symposium on Internetware (Internetware 2022). Association for Computing Machinery, New York, NY, USA, 37–44. 2022
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Spotlight on Video Piracy Websites: Familial Analysis Based on Multidimensional Feature
Chenlin Wang, Yonghao Yu, Ao Pu, Fan Shi*, Cheng Huang
The 15th International Conference on Knowledge Science, Engineering and Management (KSEM 2022), Lecture Notes in Computer Science, vol 13370. Springer, Cham. 2022
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JStrong: Malicious JavaScript Detection Based on Code Semantic Representation and Graph Neural Network
Yong Fang, Chaoyi Huang, Minchuan Zeng, Zhiying Zhao, Cheng Huang*
Computers & Security, 2022(118),102715
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GraphXSS: An Efficient XSS Payload Detection Approach Based on Graph Convolutional Network
Zhonglin Liu, Yong Fang, Cheng Huang*, Jiaxuan Han
Computers & Security, 2022(114):102597
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GAXSS: Effective Payload Generation Method to Detect XSS Vulnerabilities Based on Genetic Algorithm
Zhonglin Liu, Yong Fang, Cheng Huang*, Yijia Xu
Security and Communication Networks, 2022:2031924
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HGHAN: Hacker group identification based on heterogeneous graph attention network
Yijia Xu, Yong Fang, Cheng Huang*, Zhonglin Liu
Information Sciences, 2022(612):848-863.
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LMTracker: Lateral Movement Path Detection based on Heterogeneous Graph Embedding
Yong Fang, Congshuang Wang, Zhiyang Fang, Cheng Huang*
Neurocomputing, 2022(474):37-47.
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面向项目版本差异性的漏洞识别技术研究
黄诚, 孙明旭*, 段仁语, 吴苏晟, 陈斌
网络与信息安全学报, 2022, 8(1):52-62.
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源代码漏洞静态分析技术
刘嘉勇, 韩家璇, 黄诚*
信息安全学报, 2022,7(4):100-113.
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No Pie in The Sky: The Digital Currency Fraud Website Detection
Haoran Ou, Yongyan Guo, Chaoyi Huang, Zhiying Zhao, Wenbo Guo, Yong Fang, Cheng Huang*
International Conference on Digital Forensics & Cyber Crime (ICDF2C), 2021.
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CyberRel: Joint Entity and Relation Extraction for Cybersecurity Concepts
Yongyan Guo, Zhengyu Liu, Cheng Huang*, Jiayong Liu, Wangyuan Jing, Ziwang Wang, Yanghao Wang
International Conference on Information and Communications Security (ICICS), Springer, Cham, 2021:447-463.
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Best Student Paper
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Malicious Packages Lurking in User-Friendly Python Package Index
Genpei Liang, Xiangyu Zhou, Qingyu Wang, Yutong Du, Cheng Huang*
IEEE International Conference on Trust, Security and Privacy in Computing and Communications(TrustCom), Shenyang, China, 2021:606-613.
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DeepVuler: A Vulnerability Intelligence Mining System for Open-Source Communities
Susheng Wu, Bin Chen, MingXu Sun, Renyu Duan, Qixiang Zhang, Cheng Huang*
IEEE International Conference on Trust, Security and Privacy in Computing and Communications(TrustCom), Shengyang, China, 2021:598-605.
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HackerRank: Identifying key hackers in underground forums
Cheng Huang, Yongyan Guo*, Wenbo Guo, Ying Li
International Journal of Distributed Sensor Networks, 2021, 17(5):15501477211015145.
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Effective method for detecting malicious PowerShell scripts based on hybrid features
Yong Fang, Xiangyu Zhou, Cheng Huang*
Neurocomputing, 2021(448):30-39.
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NEDetector: Automatically Extracting Cybersecurity Neologisms from Hacker Forums
Ying Li, Jiaxing Cheng, Cheng Huang*, etc.
Journal of Information Security and Applications, 2021(58):102784.
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ExSense: Extract Sensitive Information from Unstructured Data
Yongyan Guo, Jiayong Liu, Wenwu Tang and Cheng Huang*
Computers & Security, 2021(102):102156.
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CyberEyes: Cybersecurity Entity Recognition Model Based on Graph Convolutional Network
Yong Fang, Yuchi Zhang,Cheng Huang*
The Computer Journal, 2021, 64(8): 1215-1225.
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Detecting Web Spam Based on Novel Features from Web Page Source Code
Jiayong Liu, Yu Su, Shun Lv and Cheng Huang*
Security and Communication Networks, 2020:6662166.
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GroupTracer: Automatic Attacker TTP Profile Extraction and Group Cluster in Internet of Things
Yixin Wu, Cheng Huang*, Xing Zhang and Hongyi Zhou
Security and Communication Networks, 2020:8842539.
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Detecting DNS tunnels using session behavior and random forest method
Yang Zhao, Hongzhi Ye, Lingzi Li, Cheng Huang, Zhang Tao*
IEEE Fifth International Conference on Data Science in Cyberspace (DSC), IEEE, 2020: 45-52.
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Detecting Cyber Threat Event from Twitter Using IDCNN and BiLSTM
Yong Fang, Jian Gao, Zhonglin Liu*, Cheng Huang
Applied Sciences, 2020, 10(17), 5922.
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Covert Timing Channel Detection Method Based on Time Interval and Payload Length Analysis
Jiaxuan Han, Cheng Huang, Fan Shi, Jiayong Liu*
Computers & Security, 2020(97), 101952.
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XSS Guardian: A Static XSS Detector Based on Data Stream Input-Output Association Mining
Chenghao Li†, Yiding Wang†, Changwei Miao† and Cheng Huang*
Applied Sciences, 2020, 10(14), 4740.
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EmailDetective: An Email Authorship Identification and Verification Model
Yong Fang, Yue Yang, Cheng Huang*
The Computer Journal, 2020, 63(11):1775-1787.
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Providing Email Privacy by Preventing Webmail from Loading Malicious XSS Payloads
Yong Fang, Yijia Xu, Peng Jia and Cheng Huang*
Applied Sciences, 2020, 10(13), 4425.
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JCR 3
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MeLAD: an integrated resource for metalloenzyme-ligand associations
Gen Li†, Yu Su†, Yu-Hang Yan, Jia-Yi Peng, etc., Cheng Huang*, Guo-Bo Li*
Bioinformatics, 2020 36(3): 904-909.
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Detecting Malicious JavaScript Code Based on Semantic Analysis
Yong Fang, Cheng Huang*, Yu Su, Yaoyao Qiu
Computers & Security, 2020(93):101764
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FastEmbed: Predicting vulnerability exploitation possibility based on ensemble machine learning algorithm
Yong Fang, Yongcheng Liu, Cheng Huang*, Liang Liu
PLoS One, 2020, 15(2): e0228439.
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Session-based Webshell Detection using Machine Learning in Web Logs
Yixin Wu, Yuqiang Sun, Cheng Huang*, Peng Jia, and Luping Liu
Security and Communication Networks, 2019, 3093809.
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Automatic Identification of Honeypot Server Using Machine Learning Techniques
Cheng Huang, Jiaxuan Han, Xing Zhang, and Jiayong Liu*
Security and Communication Networks, 2019, 2627608.
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Credit Card Fraud Detection Based on Machine Learning
Yong Fang, Yunyun Zhang, Cheng Huang*
Computers, Materials and Continua, 2019 61(1): 185-195.
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Self Multi-Head Attention-based Convolutional Neural Networks for fake news detection
Yong Fang, Jian Gao, Cheng Huang*, Hua Peng, Runpu Wu
PloS One, 2019 14(9):e0222713.
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TAP: A static analysis model for PHP vulnerabilities based on token and deep learning technology
Yong Fang, Shenjun Han, Cheng Huang*, Runpu Wu
PloS One, 2019 14(11):e0225196.
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Phishing Email Detection Using Improved RCNN Model With Multilevel Vectors and Attention Mechanism
Yong Fang, Cheng Zhang, Cheng Huang*, Liang Liu, Yue Yang
IEEE Access, 2019(7): 56329-56340.
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Analyzing and Identifying Data Breaches in Underground Forums
Yong Fang, Yusong Guo, Cheng Huang*, Liang Liu
IEEE Access, 2019(7):48770-48777.
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RLXSS: Optimizing XSS Detection Model to Defend Against Adversarial Attacks Based on Reinforcement Learning
Yong Fang, Cheng Huang*, Yijia Xu, Yang Li
Future Internet, 2019, 11(8): 177.
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Analysis of a large data set to identify predictors of blood transfusion in primary total hip and knee arthroplasty
ZeYu Huang†, Cheng Huang†, JinWei Xie†, Jun Ma†, etc.
Transfusion, 2018, 58(8): 1855-1862.
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Research on Malicious JavaScript Detection Technology Based on LSTM
Yong Fang, Cheng Huang*, Liang Liu, Min Xue
IEEE Access, 2018, 6: 59118-59125.
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Webshell Detection Based on Random Forest-Gradient Boosting Decision Tree Algorithm
Handong Cui, Delu Huang, Yong Fang, Liang Liu, Cheng Huang*
2018 IEEE Third International Conference on Data Science in Cyberspace(DSC)
Guangzhou, China, June 2018.
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WOVSQLI: Detection of SQL injection behaviors using word vector and LSTM
Yong Fang, Jiayi Peng, Liang Liu, Cheng Huang*
Proceedings of the 2nd International Conference on Cryptography, Security and Privacy(ICCSP)
Guiyang, China, March 2018.
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Best Paper Award
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DarkHunter: A Fingerprint Recognition Model for Web Automated Scanners Based on CNN
Yong Fang, Xiao Long, Liang Liu, Cheng Huang*
Proceedings of the 2nd International Conference on Cryptography, Security and Privacy(ICCSP)
Guiyang, China, March 2018.
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Best Paper Award
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Detecting Webshell Based on Random Forest with FastText
Yong Fang, Yaoyao Qiu, Liang Liu*, Cheng Huang
Proceedings of the 2018 International Conference on Computing and Artificial Intelligence(ICCAI)
Chengdu, China, March 2018.
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DeepXSS: Cross Site Scripting Detection Based on Deep Learning
Yong Fang, Yang Li, Liang Liu*, Cheng Huang
Proceedings of the 2018 International Conference on Computing and Artificial Intelligence(ICCAI)
Chengdu, China, March 2018.
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Gossip: Automatically Identifying Malicious Domains from Mailing List Discussions
Cheng Huang, Shuang Hao, Luca Invernizzi, JiaYong Liu, Yong Fang, Christopher Kruegel, Giovanni Vigna
Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security (ASIA CCS)
Abu Dhabi, United Arab Emirates, April 2017.
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