A study on Web security incidents in China by analyzing vulnerability disclosure platforms. - Cheng Huang 003; Jiayong Liu; Yong Fang 002; Zheng Zuo (Comput. Secur., 2016)

Gossip: Automatically Identifying Malicious Domains from Mailing List Discussions. - Cheng Huang 003; Shuang Hao 001; Luca Invernizzi; Jiayong Liu; Yong Fang 002; Christopher Kruegel; Giovanni Vigna (AsiaCCS, 2017)

Webshell Detection Based on Random Forest-Gradient Boosting Decision Tree Algorithm. - Handong Cui; Delu Huang; Yong Fang 002; Liang Liu 009; Cheng Huang 003 (DSC, 2018)

DeepXSS: Cross Site Scripting Detection Based on Deep Learning. - Yong Fang 002; Yang Li; Liang Liu 009; Cheng Huang 003 (ICCAI, 2018)

Detecting Webshell Based on Random Forest with FastText. - Yong Fang 002; Yaoyao Qiu; Liang Liu 009; Cheng Huang 003 (ICCAI, 2018)

DarkHunter: A Fingerprint Recognition Model for Web Automated Scanners Based on CNN. - Yong Fang 002; Xiao Long; Liang Liu 009; Cheng Huang 003 (ICCSP, 2018)

WOVSQLI: Detection of SQL Injection Behaviors Using Word Vector and LSTM. - Yong Fang 002; Jiayi Peng; Liang Liu 009; Cheng Huang 003 (ICCSP, 2018)

Research on Malicious JavaScript Detection Technology Based on LSTM. - Yong Fang 002; Cheng Huang 003; Liang Liu 009; Min Xue (IEEE Access, 2018)

Network Attack and Defense Effectiveness Evaluation Based on Dematel Method. - Liang Liu 009; Cheng Huang 003; Yong Fang 002; Zhenxue Wang (ICAIS (3), 2019)

Against Malicious SSL/TLS Encryption: Identify Malicious Traffic Based on Random Forest. - Yong Fang 002; Yijia Xu; Cheng Huang 003; Liang Liu 009; Lei Zhang 101 (ICICT (2), 2019)

Analyzing and Identifying Data Breaches in Underground Forums. - Yong Fang 002; Yusong Guo; Cheng Huang 003; Liang Liu 009 (IEEE Access, 2019)

Phishing Email Detection Using Improved RCNN Model With Multilevel Vectors and Attention Mechanism. - Yong Fang 002; Cheng Zhang; Cheng Huang 003; Liang Liu 009; Yue Yang (IEEE Access, 2019)

RLXSS: Optimizing XSS Detection Model to Defend Against Adversarial Attacks Based on Reinforcement Learning. - Yong Fang 002; Cheng Huang 003; Yijia Xu; Yang Li (Future Internet, 2019)

Network Attack and Defense Game Theory Based on Bayes-Nash Equilibrium. - Liang Liu 009; Cheng Huang 003; Yong Fang 002; Zhenxue Wang (KSII Trans. Internet Inf. Syst., 2019)

Automatic Identification of Honeypot Server Using Machine Learning Techniques. - Cheng Huang 003; Jiaxuan Han; Xing Zhang; Jiayong Liu (Secur. Commun. Networks, 2019)

Session-Based Webshell Detection Using Machine Learning in Web Logs. - Yixin Wu 001; Yuqiang Sun 001; Cheng Huang 003; Peng Jia 005; Luping Liu (Secur. Commun. Networks, 2019)

Detecting DNS Tunnels Using Session Behavior and Random Forest Method. - Yang Zhao; Hongzhi Ye; Lingzi Li; Cheng Huang 003; Tao Zhang (DSC, 2020)

File Entropy Signal Analysis Combined With Wavelet Decomposition for Malware Classification. - Hui Guo; Shuguang Huang; Cheng Huang 003; Zulie Pan; Min Zhang 054; Fan Shi (IEEE Access, 2020)

A Lightweight Cross-Version Binary Code Similarity Detection Based on Similarity and Correlation Coefficient Features. - Hui Guo; Shuguang Huang; Cheng Huang 003; Min Zhang 054; Zulie Pan; Fan Shi; Hui Huang; Donghui Hu; Xiaoping Wang (IEEE Access, 2020)

A Machine Learning Based Framework for Identifying Influential Nodes in Complex Networks. - Gouheng Zhao; Peng Jia 005; Cheng Huang 003; Anmin Zhou; Yong Fang 002 (IEEE Access, 2020)

MeLAD: an integrated resource for metalloenzyme-ligand associations. - Gen Li; Yu Su; Yuhang Yan; Jiayi Peng; Qing-Qing Dai; Xiang-Li Ning; Cheng-Long Zhu; Chen Fu; Michael A. McDonough; Christopher J. Schofield; Cheng Huang 003; Guo-Bo Li (Bioinform., 2020)

EmailDetective: An Email Authorship Identification And Verification Model. - Yong Fang 002; Yue Yang; Cheng Huang 003 (Comput. J., 2020)

Detecting malicious JavaScript code based on semantic analysis. - Yong Fang 002; Cheng Huang 003; Yu Su; Yaoyao Qiu (Comput. Secur., 2020)

Covert timing channel detection method based on time interval and payload length analysis. - Jiaxuan Han; Cheng Huang 003; Fan Shi; Jiayong Liu (Comput. Secur., 2020)

SankeyVis: Visualizing active relationship from emails based on multiple dimensions and topic classification methods. - Yong Fang 002; Cuirong Zhao; Cheng Huang 003; Liang Liu 009 (Digit. Investig., 2020)

Cross-modality earth mover's distance-driven convolutional neural network for different-modality data. - Zheng Zuo; Liang Liu 009; Jiayong Liu; Cheng Huang 003 (Neural Comput. Appl., 2020)

Binary File's Visualization and Entropy Features Analysis Combined with Multiple Deep Learning Networks for Malware Classification. - Hui Guo; Shuguang Huang; Cheng Huang 003; Fan Shi; Min Zhang 054; Zulie Pan (Secur. Commun. Networks, 2020)

Detecting Web Spam Based on Novel Features from Web Page Source Code. - Jiayong Liu; Yu Su; Shun Lv; Cheng Huang 003 (Secur. Commun. Networks, 2020)

GroupTracer: Automatic Attacker TTP Profile Extraction and Group Cluster in Internet of Things. - Yixin Wu 001; Cheng Huang 003; Xing Zhang; Hongyi Zhou (Secur. Commun. Networks, 2020)

ACER: detecting Shadowsocks server based on active probe technology. - Jiaxing Cheng; Ying Li; Cheng Huang 003; Ailing Yu; Tao Zhang (J. Comput. Virol. Hacking Tech., 2020)

MineDetector: JavaScript Browser-side Cryptomining Detection using Static Methods. - Peiran Wang; Yuqiang Sun 001; Cheng Huang 003; Yutong Du; Genpei Liang; Gang Long (CSE, 2021)

No Pie in the Sky: The Digital Currency Fraud Website Detection. - Haoran Ou; Yongyan Guo; Chaoyi Huang; Zhiying Zhao; Wenbo Guo 011; Yong Fang 002; Cheng Huang 003 (ICDF2C, 2021)

CyberRel: Joint Entity and Relation Extraction for Cybersecurity Concepts. - Yongyan Guo; Zhengyu Liu; Cheng Huang 003; Jiayong Liu; Wangyuan Jing; Ziwang Wang; Yanghao Wang (ICICS (1), 2021)

Malicious Packages Lurking in User-Friendly Python Package Index. - Genpei Liang; Xiangyu Zhou; Qingyu Wang; Yutong Du; Cheng Huang 003 (TrustCom, 2021)

DeepVuler: A Vulnerability Intelligence Mining System for Open-Source Communities. - Susheng Wu; Bin Chen; Mingxu Sun; Renyu Duan; Qixiang Zhang; Cheng Huang 003 (TrustCom, 2021)

CyberEyes: Cybersecurity Entity Recognition Model Based on Graph Convolutional Network. - Yong Fang 002; Yuchi Zhang; Cheng Huang 003 (Comput. J., 2021)

Exsense: Extract sensitive information from unstructured data. - Yongyan Guo; Jiayong Liu; Wenwu Tang; Cheng Huang 003 (Comput. Secur., 2021)

HackerRank: Identifying key hackers in underground forums. - Cheng Huang 003; Yongyan Guo; Wenbo Guo 011; Ying Li (Int. J. Distributed Sens. Networks, 2021)

Effective method for detecting malicious PowerShell scripts based on hybrid features☆. - Yong Fang 002; Xiangyu Zhou; Cheng Huang 003 (Neurocomputing, 2021)

Cyberbullying Detection in Social Networks Using Bi-GRU with Self-Attention Mechanism. - Yong Fang 002; Shaoshuai Yang; Bin Zhao; Cheng Huang 003 (Inf., 2021)

NEDetector: Automatically extracting cybersecurity neologisms from hacker forums. - Ying Li; Jiaxing Cheng; Cheng Huang 003; Zhouguo Chen; Weina Niu (J. Inf. Secur. Appl., 2021)

Intelligent mining vulnerabilities in python code snippets. - Wenbo Guo 011; Cheng Huang 003; Weina Niu; Yong Fang 002 (J. Intell. Fuzzy Syst., 2021)

PBDT: Python Backdoor Detection Model Based on Combined Features. - Yong Fang 002; Mingyu Xie; Cheng Huang 003 (Secur. Commun. Networks, 2021)

Zombie Follower Recognition Based on Industrial Chain Feature Analysis. - Juan Tang; Hualu Xu; Pengsen Cheng; Jiayong Liu; Cheng Huang 003; Xun Tang (Secur. Commun. Networks, 2021)

CLETer: A Character-level Evasion Technique Against Deep Learning DGA Classifiers. - Wanping Liu; Zhoulan Zhang; Cheng Huang 003; Yong Fang 002 (EAI Endorsed Trans. Security Safety, 2021)

WAIN: Automatic Web Application Identification and Naming Method. - Yuqiang Sun 001; Dunhan Li; Yixin Wu 001; Xuelin Wan; Cheng Huang 003 (Internetware, 2022)

Viopolicy-Detector: An Automated Approach to Detecting GDPR Suspected Compliance Violations in Websites. - Haoran Ou; Yong Fang 002; Yongyan Guo; Wenbo Guo 011; Cheng Huang 003 (RAID, 2022)

Coreference Resolution for Cybersecurity Entity: Towards Explicit, Comprehensive Cybersecurity Knowledge Graph with Low Redundancy. - Zhengyu Liu; Haochen Su; Nannan Wang; Cheng Huang 003 (SecureComm, 2022)

Trine: Syslog anomaly detection with three transformer encoders in one generative adversarial network. - Zhenfei Zhao; Weina Niu; Xiaosong Zhang 001; Runzi Zhang; Zhenqi Yu; Cheng Huang 003 (Appl. Intell., 2022)

JStrong: Malicious JavaScript detection based on code semantic representation and graph neural network. - Yong Fang 002; Chaoyi Huang; Minchuan Zeng; Zhiying Zhao; Cheng Huang 003 (Comput. Secur., 2022)

HyVulDect: A hybrid semantic vulnerability mining system based on graph neural network. - Wenbo Guo 011; Yong Fang 002; Cheng Huang 003; Haoran Ou; Chun Lin; Yongyan Guo (Comput. Secur., 2022)

GraphXSS: An efficient XSS payload detection approach based on graph convolutional network. - Zhonglin Liu; Yong Fang 002; Cheng Huang 003; Jiaxuan Han (Comput. Secur., 2022)

Uncovering APT malware traffic using deep learning combined with time sequence and association analysis. - Weina Niu; Jie Zhou; Yibin Zhao 004; Xiaosong Zhang 001; Yujie Peng; Cheng Huang 003 (Comput. Secur., 2022)

LMTracker: Lateral movement path detection based on heterogeneous graph embedding. - Yong Fang 002; Congshuang Wang; Zhiyang Fang; Cheng Huang 003 (Neurocomputing, 2022)

HGHAN: Hacker group identification based on heterogeneous graph attention network. - Yijia Xu; Yong Fang 002; Cheng Huang 003; Zhonglin Liu (Inf. Sci., 2022)

GCNXSS: An Attack Detection Approach for Cross-Site Scripting Based on Graph Convolutional Networks. - Hongyu Pan; Yong Fang 002; Cheng Huang 003; Wenbo Guo 011; Xuelin Wan (KSII Trans. Internet Inf. Syst., 2022)

DDIML: Explainable detection model for drive-by-download attacks. - Xiaole Liu; Cheng Huang 003; Yong Fang 002 (J. Intell. Fuzzy Syst., 2022)

PyComm: Malicious commands detection model for python scripts. - Anmin Zhou; Tianyi Huang; Cheng Huang 003; Dunhan Li; Chuangchuang Song (J. Intell. Fuzzy Syst., 2022)

IoT Malicious Traffic Detection Based on Federated Learning. - Yi Shen; Yuhan Zhang; Yuwei Li; Wanmeng Ding; Miao Hu; Yang Li; Cheng Huang 003; Jie Wang (ICDF2C (1), 2023)

APTBert: Abstract Generation and Event Extraction from APT Reports. - Chenxin Zhou; Cheng Huang 003; Yanghao Wang; Zheng Zuo (ICDF2C (2), 2023)

An Empirical Study of Malicious Code In PyPI Ecosystem. - Wenbo Guo 011; Zhengzi Xu; Chengwei Liu; Cheng Huang 003; Yong Fang 002; Yang Liu 003 (ASE, 2023)

Unveiling Cybersecurity Threats from Online Chat Groups: A Triple Extraction Approach. - Zhen Yang; Cheng Huang 003; Jiayong Liu (KSEM (4), 2023)

CyberEA: An Efficient Entity Alignment Framework for Cybersecurity Knowledge Graph. - Yue Huang; Yongyan Guo; Cheng Huang 003 (SecureComm (1), 2023)

MFXSS: An effective XSS vulnerability detection method in JavaScript based on multi-feature model. - Zhonglin Liu; Yong Fang 002; Cheng Huang 003; Yijia Xu (Comput. Secur., 2023)

BinVulDet: Detecting vulnerability in binary program via decompiled pseudo code and BiLSTM-attention. - Yan Wang; Peng Jia 005; Xi Peng; Cheng Huang 003; Jiayong Liu (Comput. Secur., 2023)

SecTKG: A Knowledge Graph for Open-Source Security Tools. - Siqi Sun; Cheng Huang 003; Tiejun Wu; Yi Shen (Int. J. Intell. Syst., 2023)

VULDEFF: Vulnerability detection method based on function fingerprints and code differences. - Qianchong Zhao; Cheng Huang 003; Liuhu Dai (Knowl. Based Syst., 2023)

ExpSeeker: extract public exploit code information from social media. - Yutong Du; Cheng Huang 003; Genpei Liang; Zhihao Fu; Dunhan Li; Yong Ding 005 (Appl. Intell., 2023)

bjXnet: an improved bug localization model based on code property graph and attention mechanism. - Jiaxuan Han; Cheng Huang 003; Siqi Sun; Zhonglin Liu; Jiayong Liu (Autom. Softw. Eng., 2023)

A framework for threat intelligence extraction and fusion. - Yongyan Guo; Zhengyu Liu; Cheng Huang 003; Nannan Wang; Hai Min; Wenbo Guo 011; Jiayong Liu (Comput. Secur., 2023)

DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping. - Cheng Huang 003; Nannan Wang; Ziyan Wang; Siqi Sun; Lingzi Li; Junren Chen; Qianchong Zhao; Jiaxuan Han; Zhen Yang; Lei Shi (USENIX Security Symposium, 2024)

Hacker group identification based on dynamic heterogeneous graph node update. - Yijia Xu; Yong Fang 002; Cheng Huang 003; Zhonglin Liu; Weipeng Cao (Appl. Soft Comput., 2024)

bjCnet: A contrastive learning-based framework for software defect prediction. - Jiaxuan Han; Cheng Huang 003; Jiayong Liu (Comput. Secur., 2024)

Automated discovery and mapping ATT&CK tactics and techniques for unstructured cyber threat intelligence. - Lingzi Li; Cheng Huang 003; Junren Chen (Comput. Secur., 2024)

PackageIntel: Leveraging Large Language Models for Automated Intelligence Extraction in Package Ecosystems. - Wenbo Guo 011; Chengwei Liu; Limin Wang; Jiahui Wu; Zhengzi Xu; Cheng Huang 003; Yong Fang 002; Yang Liu 003 (CoRR, 2024)

CMRight: Chinese Morph Resolution based on end-to-end model combined with enhancement algorithms. - Nannan Wang; Cheng Huang 003; Junren Chen; Lingzi Li (Expert Syst. Appl., 2024)

VioDroid-Finder: automated evaluation of compliance and consistency for Android apps. - Junren Chen; Cheng Huang 003; Jiaxuan Han (Empir. Softw. Eng., 2024)

A Packet Content-Oriented Remote Code Execution Attack Payload Detection Model. - Enbo Sun; Jiaxuan Han; Yiquan Li; Cheng Huang 003 (Future Internet, 2024)

Attack detection model for BCoT based on contrastive variational autoencoder and metric learning. - Chunwang Wu; Xiaolei Liu; Kangyi Ding; Bangzhou Xin; Jiazhong Lu; Jiayong Liu; Cheng Huang 003 (J. Cloud Comput., 2024)

bjEnet: a fast and accurate software bug localization method in natural language semantic space. - Jiaxuan Han; Cheng Huang 003; Jiayong Liu (Softw. Qual. J., 2024)

LowPTor: A lightweight method for detecting extremely low-proportion darknet traffic. - Qiang Zhang; Cheng Huang 003; Jiaxuan Han; Shuyi Jiang; Jiayong Liu (Comput. Secur., 2025)

LineJLocRepair: A line-level method for Automated Vulnerability Repair based on joint training. - Jing Hou; Jiaxuan Han; Cheng Huang 003; Nannan Wang; Lerong Li (Future Gener. Comput. Syst., 2025)

OscSe: A Practical Security Assessment Model for General Open Source Components. - Ziyan Wang; Cheng Huang 003; Yang You (Int. J. Softw. Eng. Knowl. Eng., 2025)

Identifying Android Malware Using Fine-Grained Path Information from HIN. - Erfan Zhao; Weina Niu; Cheng Huang 003; Xixuan Ren; Jiacheng Gong; Anran Hou (Int. J. Softw. Eng. Knowl. Eng., 2025)

An Effective Docker Image Slimming Approach Based on Source Code Data Dependency Analysis. - Jiaxuan Han; Cheng Huang 003; Jiayong Liu; Tianwei Zhang (CoRR, 2025)

CoExpMiner: An AHIN-Based Vulnerability Co-Exploitation Mining Framework. - Shuyi Jiang; Cheng Huang 003; Jiaxuan Han (IEEE Trans. Reliab., 2025)