Classification of Correlated Internet Traffic Flows. - Jun Zhang 010; Chao Chen 015; Yang Xiang 001; Wanlei Zhou 001 (TrustCom, 2012)

Semi-supervised and compound classification of network traffic. - Jun Zhang 010; Chao Chen 015; Yang Xiang 001; Wanlei Zhou 001 (Int. J. Secur. Networks, 2012)

Robust network traffic identification with unknown applications. - Jun Zhang 010; Chao Chen 015; Yang Xiang 001; Wanlei Zhou 001 (AsiaCCS, 2013)

Internet Traffic Classification by Aggregating Correlated Naive Bayes Predictions. - Jun Zhang 010; Chao Chen 015; Yang Xiang 001; Wanlei Zhou 001; Yong Xiang 001 (IEEE Trans. Inf. Forensics Secur., 2013)

An Effective Network Traffic Classification Method with Unknown Flow Detection. - Jun Zhang 010; Chao Chen 015; Yang Xiang 001; Wanlei Zhou 001; Athanasios V. Vasilakos (IEEE Trans. Netw. Serv. Manag., 2013)

On Addressing the Imbalance Problem: A Correlated KNN Approach for Network Traffic Classification. - Di Wu 050; Xiao Chen 002; Chao Chen 015; Jun Zhang 010; Yang Xiang 001; Wanlei Zhou 001 (NSS, 2014)

6 million spam tweets: A large ground truth for timely Twitter spam detection. - Chao Chen 015; Jun Zhang 010; Xiao Chen 002; Yang Xiang 001; Wanlei Zhou 001 (ICC, 2015)

Asymmetric self-learning for tackling Twitter Spam Drift. - Chao Chen 015; Jun Zhang 010; Yang Xiang 001; Wanlei Zhou 001 (INFOCOM Workshops, 2015)

Unknown pattern extraction for statistical network protocol identification. - Yu Wang 017; Chao Chen 015; Yang Xiang 001 (LCN, 2015)

A Sword with Two Edges: Propagation Studies on Both Positive and Negative Information in Online Social Networks. - Sheng Wen; Mohammad Sayad Haghighi; Chao Chen 015; Yang Xiang 001; Wanlei Zhou 001; Weijia Jia 001 (IEEE Trans. Computers, 2015)

A Performance Evaluation of Machine Learning-Based Streaming Spam Tweets Detection. - Chao Chen 015; Jun Zhang 010; Yi Xie 002; Yang Xiang 001; Wanlei Zhou 001; Mohammad Mehedi Hassan; Abdulhameed Alelaiwi; Majed A. AlRubaian (IEEE Trans. Comput. Soc. Syst., 2015)

An Ensemble Learning Approach for Addressing the Class Imbalance Problem in Twitter Spam Detection. - Shigang Liu; Yu Wang 017; Chao Chen 015; Yang Xiang 001 (ACISP (1), 2016)

Gatekeeping Behavior Analysis for Information Credibility Assessment on Weibo. - Bailin Xie; Yu Wang 017; Chao Chen 015; Yang Xiang 001 (NSS, 2016)

Spammers Are Becoming "Smarter" on Twitter. - Chao Chen 015; Jun Zhang 010; Yang Xiang 001; Wanlei Zhou 001; Jonathan J. Oliver (IT Prof., 2016)

Comments and Corrections. - Chao Chen 015; Jun Zhang 010; Yi Xie 002; Yang Xiang 001; Wanlei Zhou 001; Mohammad Mehedi Hassan; Abdulhameed Alelaiwi (IEEE Trans. Comput. Soc. Syst., 2016)

Addressing the class imbalance problem in Twitter spam detection using ensemble learning. - Shigang Liu; Yu Wang 017; Jun Zhang 010; Chao Chen 015; Yang Xiang 001 (Comput. Secur., 2017)

Investigating the deceptive information in Twitter spam. - Chao Chen 015; Sheng Wen; Jun Zhang 010; Yang Xiang 001; Jonathan J. Oliver; Abdulhameed Alelaiwi; Mohammad Mehedi Hassan (Future Gener. Comput. Syst., 2017)

Energy-aware scheduling of virtual machines in heterogeneous cloud computing systems. - Hancong Duan; Chao Chen 015; Geyong Min; Yu Wu (Future Gener. Comput. Syst., 2017)

Statistical Features-Based Real-Time Detection of Drifted Twitter Spam. - Chao Chen 015; Yu Wang 017; Jun Zhang 010; Yang Xiang 001; Wanlei Zhou 001; Geyong Min (IEEE Trans. Inf. Forensics Secur., 2017)

Anomaly-Based Insider Threat Detection Using Deep Autoencoders. - Liu Liu 008; Olivier Y. de Vel; Chao Chen 015; Jun Zhang 010; Yang Xiang 001 (ICDM Workshops, 2018)

Deep-learnt features for Twitter spam detection. - Xinbo Ban; Chao Chen 015; Shigang Liu; Yu Wang 017; Jun Zhang 010 (SocialSec, 2018)

Unsupervised Insider Detection Through Neural Feature Learning and Model Optimisation. - Liu Liu 008; Chao Chen 015; Jun Zhang 010; Olivier Y. de Vel; Yang Xiang 001 (NSS, 2019)

Exploit in Smart Devices: A Case Study. - Zian Liu; Chao Chen 015; Shigang Liu; Dongxi Liu; Yu Wang 017 (SocialSec, 2019)

Insider Threat Identification Using the Simultaneous Neural Learning of Multi-Source Logs. - Liu Liu 008; Chao Chen 015; Jun Zhang 010; Olivier Y. de Vel; Yang Xiang 001 (IEEE Access, 2019)

A performance evaluation of deep-learnt features for software vulnerability detection. - Xinbo Ban; Shigang Liu; Chao Chen 015; Caslon Chua (Concurr. Comput. Pract. Exp., 2019)

The Audio Auditor: Participant-Level Membership Inference in Voice-Based IoT. - Yuantian Miao; Benjamin Zi Hao Zhao; Minhui Xue 001; Chao Chen 015; Lei Pan 002; Jun Zhang 010; Dali Kaafar; Yang Xiang 001 (CoRR, 2019)

Doc2vec-based Insider Threat Detection through Behaviour Analysis of Multi-source Security Logs. - Liu Liu 008; Chao Chen 015; Jun Zhang 010; Olivier Y. de Vel; Yang Xiang 001 (TrustCom, 2020)

Cyber Vulnerability Intelligence for Internet of Things Binary. - Shigang Liu; Mahdi Dibaei; Yonghang Tai; Chao Chen 015; Jun Zhang 010; Yang Xiang 001 (IEEE Trans. Ind. Informatics, 2020)

A Practical Botnet Traffic Detection System Using GNN. - Bonan Zhang; Jingjin Li; Chao Chen 015; Kyungmi Lee; Ickjai Lee (CSS, 2021)

TAESim: A Testbed for IoT Security Analysis of Trigger-Action Environment. - Xinbo Ban; Ming Ding 001; Shigang Liu; Chao Chen 015; Jun Zhang 010; Yang Xiang 001 (CyberICPS/SECPRE/ADIoT/SPOSE/CPS4CIP/CDT&SECOMANE@ESORICS, 2021)

Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey. - Xiaoyu Zhang 010; Chao Chen 015; Yi Xie 011; Xiaofeng Chen 001; Jun Zhang 010; Yang Xiang 001 (CoRR, 2021)

Information flow based defensive chain for data leakage detection and prevention: a survey. - Ning Xi 002; Chao Chen 015; Jun Zhang 010; Cong Sun 001; Shigang Liu; Pengbin Feng; Jianfeng Ma 001 (CoRR, 2021)

The Audio Auditor: User-Level Membership Inference in Internet of Things Voice Services. - Yuantian Miao; Minhui Xue 001; Chao Chen 015; Lei Pan 002; Jun Zhang 010; Benjamin Zi Hao Zhao; Dali Kaafar; Yang Xiang 001 (Proc. Priv. Enhancing Technol., 2021)

Video is All You Need: Attacking PPG-based Biometric Authentication. - Lin Li 066; Chao Chen 015; Lei Pan 002; Jun Zhang 010; Yang Xiang 001 (AISec@CCS, 2022)

Working Mechanism of Eternalblue and Its Application in Ransomworm. - Zian Liu; Chao Chen 015; Leo Yu Zhang; Shang Gao 003 (CSS, 2022)

No-Label User-Level Membership Inference for ASR Model Auditing. - Yuantian Miao; Chao Chen 015; Lei Pan 002; Shigang Liu; Seyit Camtepe; Jun Zhang 010; Yang Xiang 001 (ESORICS (2), 2022)

Automated Binary Analysis: A Survey. - Zian Liu; Chao Chen 015; Ejaz Ahmed; Dongxi Liu; Jun Zhang 010 (ICA3PP, 2022)

A Survey on IoT Vulnerability Discovery. - Xinbo Ban; Ming Ding 001; Shigang Liu; Chao Chen 015; Jun Zhang 010 (NSS, 2022)

SoK: An Overview of PPG's Application in Authentication. - Lin Li 066; Chao Chen 015; Lei Pan 002; Jun Zhang 010; Yang Xiang 001 (CoRR, 2022)

FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation. - Yuantian Miao; Chao Chen 015; Lei Pan 002; Jun Zhang 010; Yang Xiang 001 (CoRR, 2022)

Event detection in online social network: Methodologies, state-of-art, and evolution. - Xiangyu Hu 006; Wanlun Ma; Chao Chen 015; Sheng Wen; Jun Zhang 010; Yang Xiang 001; Gaolei Fei (Comput. Sci. Rev., 2022)

Machine Learning-based Cyber Attacks Targeting on Controlled Information: A Survey. - Yuantian Miao; Chao Chen 015; Lei Pan 002; Qing-Long Han; Jun Zhang 010; Yang Xiang 001 (ACM Comput. Surv., 2022)

Deep Learning Based Attack Detection for Cyber-Physical System Cybersecurity: A Survey. - Jun Zhang 010; Lei Pan 002; Qing-Long Han; Chao Chen 015; Sheng Wen; Yang Xiang 001 (IEEE CAA J. Autom. Sinica, 2022)

Improving Network-Based Anomaly Detection in Smart Home Environment. - Xiaonan Li; Hossein Ghodosi; Chao Chen 015; Mangalam Sankupellay; Ickjai Lee (Sensors, 2022)

Social Media Event Prediction using DNN with Feedback Mechanism. - Wanlun Ma; Xiangyu Hu 006; Chao Chen 015; Sheng Wen; Kim-Kwang Raymond Choo; Yang Xiang 001 (ACM Trans. Manag. Inf. Syst., 2022)

WinkFuzz: Model-based Script Synthesis for Fuzzing. - Zian Liu; Chao Chen 015; Ejaz Ahmed; Jun Zhang 010; Dongxi Liu (ASSS@AsiaCCS, 2023)

Hiding Your Signals: A Security Analysis of PPG-Based Biometric Authentication. - Lin Li 066; Chao Chen 015; Lei Pan 002; Yonghang Tai; Jun Zhang 010; Yang Xiang 001 (ESORICS (3), 2023)

Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning. - Hangtao Zhang; Zeming Yao; Leo Yu Zhang; Shengshan Hu; Chao Chen 015; Alan Wee-Chung Liew; Zhetao Li (IJCAI, 2023)

SigD: A Cross-Session Dataset for PPG-based User Authentication in Different Demographic Groups. - Lin Li 066; Chao Chen 015; Lei Pan 002; Jun Zhang 010; Yang Xiang 001 (IJCNN, 2023)

Strengthening Cyber Security Education: Designing Robust Assessments for ChatGPT-Generated Answers. - Andrew Plapp; Jianzhang Wu; Lei Pan 002; Chao Chen 015; Caslon Chua; Jun Zhang 010 (ML4CS, 2023)

SigA: rPPG-based Authentication for Virtual Reality Head-mounted Display. - Lin Li 066; Chao Chen 015; Lei Pan 002; Leo Yu Zhang; Jun Zhang 010; Yang Xiang 001 (RAID, 2023)

SemDiff: Binary Similarity Detection by Diffing Key-Semantics Graphs. - Zian Liu; Zhi Zhang 001; Siqi Ma; Dongxi Liu; Jun Zhang 010; Chao Chen 015; Shigang Liu; Muhammad Ejaz Ahmed; Yang Xiang 001 (CoRR, 2023)

model-based script synthesis for fuzzing. - Zian Liu; Chao Chen 015; Muhammad Ejaz Ahmed; Jun Zhang 010; Dongxi Liu (CoRR, 2023)

Client-side Gradient Inversion Against Federated Learning from Poisoning. - Jiaheng Wei; Yanjun Zhang; Leo Yu Zhang; Chao Chen 015; Shirui Pan; Kok-Leong Ong; Jun Zhang 010; Yang Xiang 001 (CoRR, 2023)

A survey on privacy inference attacks and defenses in cloud-based Deep Neural Network. - Xiaoyu Zhang 010; Chao Chen 015; Yi Xie 011; Xiaofeng Chen 001; Jun Zhang 010; Yang Xiang 001 (Comput. Stand. Interfaces, 2023)

Capturing Dynamics of Information Diffusion in SNS: A Survey of Methodology and Techniques. - Huacheng Li; Chunhe Xia; Tianbo Wang; Sheng Wen; Chao Chen 015; Yang Xiang 001 (ACM Comput. Surv., 2023)

Editorial for special issue on security and trust on networked systems. - Weizhi Meng 001; Sokratis K. Katsikas; Jiageng Chen; Chao Chen 015 (Int. J. Netw. Manag., 2023)

Personalized Location Privacy Protection for Location-Based Services in Vehicular Networks. - Chuan Xu 001; Yingyi Ding; Chao Chen 015; Yong Ding 005; Wei Zhou 044; Sheng Wen (IEEE Trans. Intell. Transp. Syst., 2023)

Real-Time Detection of COVID-19 Events From Twitter: A Spatial-Temporally Bursty-Aware Method. - Gaolei Fei; Yong Cheng; Wanlun Ma; Chao Chen 015; Sheng Wen; Guangmin Hu (IEEE Trans. Comput. Soc. Syst., 2023)

Security and privacy problems in voice assistant applications: A survey. - Jingjin Li; Chao Chen 015; Mostafa Rahimi Azghadi; Hossein Ghodosi; Lei Pan 002; Jun Zhang 010 (Comput. Secur., 2023)

A Survey of PPG's Application in Authentication. - Lin Li 066; Chao Chen 015; Lei Pan 002; Leo Yu Zhang; Zhifeng Wang; Jun Zhang 010; Yang Xiang 001 (Comput. Secur., 2023)

Stealing Watermarks of Large Language Models via Mixed Integer Programming. - Zhaoxi Zhang; Xiaomei Zhang; Yanjun Zhang; Leo Yu Zhang; Chao Chen 015; Shengshan Hu; Asif Gill; Shirui Pan (ACSAC, 2024)

Exploring the Vulnerability of ECG-Based Authentication Systems Through A Dictionary Attack Approach. - Bonan Zhang; Chao Chen 015; Ickjai Lee; Kyungmi Lee; Kok-Leong Ong (ICA3PP (6), 2024)

Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness in the Physical World. - Hangtao Zhang; Shengshan Hu; Yichen Wang; Leo Yu Zhang; Ziqi Zhou 001; Xianlong Wang 001; Yanjun Zhang; Chao Chen 015 (IJCAI, 2024)

Clustering-based Evaluation Framework of Feature Extraction Approaches for ECG Biometric Authentication. - Bonan Zhang; Chao Chen 015; Ickjai Lee; Kyungmi Lee; Kok-Leong Ong (IJCNN, 2024)

Automatic Software Vulnerability Detection in Binary Code. - Shigang Liu; Lin Li 066; Xinbo Ban; Chao Chen 015; Jun Zhang 010; Seyit Camtepe; Yang Xiang 001 (ML4CS, 2024)

VulMatch: Binary-Level Vulnerability Detection Through Signature. - Zian Liu; Shigang Liu; Lei Pan 002; Chao Chen 015; Ejaz Ahmed; Jun Zhang 010; Dongxi Liu (NSS, 2024)

Deceptive Waves: Embedding Malicious Backdoors in PPG Authentication. - Zeming Yao; Lin Li 066; Leo Yu Zhang; Fusen Guo; Chao Chen 015; Jun Zhang 010 (WISE (2), 2024)

Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness. - Hangtao Zhang; Shengshan Hu; Yichen Wang; Leo Yu Zhang; Ziqi Zhou 001; Xianlong Wang 001; Yanjun Zhang; Chao Chen 015 (CoRR, 2024)

Large Language Model Watermark Stealing With Mixed Integer Programming. - Zhaoxi Zhang; Xiaomei Zhang; Yanjun Zhang; Leo Yu Zhang; Chao Chen 015; Shengshan Hu; Asif Gill; Shirui Pan (CoRR, 2024)

Memorization in deep learning: A survey. - Jiaheng Wei; Yanjun Zhang; Leo Yu Zhang; Ming Ding 001; Chao Chen 015; Kok-Leong Ong; Jun Zhang 010; Yang Xiang 001 (CoRR, 2024)

Security, Privacy, and Trust Management on Decentralized Systems and Networks. - Weizhi Meng 001; Sokratis K. Katsikas; Jiageng Chen; Chao Chen 015 (Int. J. Netw. Manag., 2024)

Matrix factorization recommender based on adaptive Gaussian differential privacy for implicit feedback. - Hanyang Liu; Yong Wang 009; Zhiqiang Zhang; Jiangzhou Deng; Chao Chen 015; Leo Yu Zhang (Inf. Process. Manag., 2024)

MODA: Model Ownership Deprivation Attack in Asynchronous Federated Learning. - Xiaoyu Zhang 010; Shen Lin 006; Chao Chen 015; Xiaofeng Chen 001 (IEEE Trans. Dependable Secur. Comput., 2024)

LocGuard: A Location Privacy Defender for Image Sharing. - Wanlun Ma; Derui Wang; Chao Chen 015; Sheng Wen; Gaolei Fei; Yang Xiang 001 (IEEE Trans. Dependable Secur. Comput., 2024)

Reverse Backdoor Distillation: Towards Online Backdoor Attack Detection for Deep Neural Network Models. - Zeming Yao; Hangtao Zhang; Yicheng Guo; Xin Tian 015; Wei Peng 011; Yi Zou; Leo Yu Zhang; Chao Chen 015 (IEEE Trans. Dependable Secur. Comput., 2024)

IoTFuzz: Automated Discovery of Violations in Smart Homes With Real Environment. - Xinbo Ban; Ming Ding 001; Shigang Liu; Chao Chen 015; Jun Zhang 010 (IEEE Internet Things J., 2024)

Standardizing the evaluation framework for ECG-based authentication in IoT devices. - Bonan Zhang; Lin Li 066; Chao Chen 015; Ickjai Lee; Kyungmi Lee; Kok-Leong Ong (Comput. Commun., 2025)

A survey on security and privacy issues in wearable health monitoring devices. - Bonan Zhang; Chao Chen 015; Ickjai Lee; Kyungmi Lee; Kok-Leong Ong (Comput. Secur., 2025)

A novel dictionary attack on ECG authentication system using adversarial optimization and clustering. - Bonan Zhang; Lin Li 066; Chao Chen 015; Ickjai Lee; Kyungmi Lee; Tianqing Zhu; Kok-Leong Ong (Knowl. Based Syst., 2025)

Extracting Private Training Data in Federated Learning From Clients. - Jiaheng Wei; Yanjun Zhang; Leo Yu Zhang; Chao Chen 015; Shirui Pan; Kok-Leong Ong; Jun Zhang 010; Yang Xiang 001 (IEEE Trans. Inf. Forensics Secur., 2025)