OwlEye: An Advanced Detection System of Web Attacks Based on HMM. - Xin Liu 050; Qingchen Yu; Xiaokang Zhou; Qingguo Zhou (DASC/PiCom/DataCom/CyberSciTech, 2018)

Web Behavior Detection Based on Deep Neural Network. - Binbin Yong; Xin Liu 050; Yan Liu; Hang Yin; Liang Huang 005; Qingguo Zhou (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2018)

FalconEye: A High-Performance Distributed Security Scanning System. - Cheng Wang 025; Xin Liu 050; Xiaokang Zhou; Rui Zhou 005; Dong Lv; Qingquan Lv; Mingsong Wang; Qingguo Zhou (DASC/PiCom/DataCom/CyberSciTech, 2019)

Anomaly detection in ad-hoc networks based on deep learning model: A plug and play device. - Fang Feng; Xin Liu 050; Binbin Yong; Rui Zhou 005; Qingguo Zhou (Ad Hoc Networks, 2019)

Malicious Web traffic detection for Internet of Things environments. - Binbin Yong; Xin Liu 050; Qingchen Yu; Liang Huang 005; Qingguo Zhou (Comput. Electr. Eng., 2019)

A Research of Distributed Security and QoS Testing Framework. - Zhibin Liu; Ziang Liu 006; Yuanyuan Huang; Xin Liu 050; Xiaokang Zhou; Rui Zhou 005 (DASC/PiCom/CBDCom/CyberSciTech, 2020)

An intelligent blockchain-based system for safe vaccine supply and supervision. - Binbin Yong; Jun Shen 001; Xin Liu 050; Fucun Li; Huaming Chen; Qingguo Zhou (Int. J. Inf. Manag., 2020)

MECGuard: GRU enhanced attack detection in Mobile Edge Computing environment. - Xin Liu 050; Wenqiang Zhang; Xiaokang Zhou; Qingguo Zhou (Comput. Commun., 2021)

PG-VulNet: Detect Supply Chain Vulnerabilities in IoT Devices using Pseudo-code and Graphs. - Xin Liu 050; Yixiong Wu; Qingchen Yu; Shangru Song; Yue Liu; Qingguo Zhou; Jianwei Zhuge (ESEM, 2022)

TCN enhanced novel malicious traffic detection for IoT devices. - Xin Liu 050; Ziang Liu 006; Yingli Zhang; Wenqiang Zhang; Dong Lv; Qingguo Zhou (Connect. Sci., 2022)

Hidden-in-Wave: A Novel Idea to Camouflage AI-Synthesized Voices Based on Speaker-Irrelative Features. - Xin Liu 050; Yuan Tan 003; Xuan Hai; Qingchen Yu; Qingguo Zhou (ISSRE, 2023)

SiFDetectCracker: An Adversarial Attack Against Fake Voice Detection Based on Speaker-Irrelative Features. - Xuan Hai; Xin Liu 050; Yuan Tan 003; Qingguo Zhou (ACM Multimedia, 2023)

An Efficient Smart Contract Vulnerability Detector Based on Semantic Contract Graphs Using Approximate Graph Matching. - Yingli Zhang; Jiali Ma; Xin Liu 050; Guodong Ye; Qun Jin; Jianhua Ma 002; Qingguo Zhou (IEEE Internet Things J., 2023)

Novel supply chain vulnerability detection based on heterogeneous-graph-driven hash similarity in IoT. - Guodong Ye; Xin Liu 050; Siqi Fan 005; Yuan Tan 003; Qingguo Zhou; Rui Zhou 005; Xiaokang Zhou (Future Gener. Comput. Syst., 2023)

Code classification with graph neural networks: Have you ever struggled to make it work? - Qingchen Yu; Xin Liu 050; Qingguo Zhou; Jianwei Zhuge; Chunming Wu 001 (Expert Syst. Appl., 2023)

SQLStateGuard: Statement-Level SQL Injection Defense Based on Learning-Driven Middleware. - Xin Liu 050; Yuanyuan Huang; Tianyi Wang; Song Li 006; Weina Niu; Jun Shen 001; Qingguo Zhou; Xiaokang Zhou (SoCC, 2024)

Ghost-in-Wave: How Speaker-Irrelative Features Interfere DeepFake Voice Detectors. - Xuan Hai; Xin Liu 050; Zhaorun Chen; Yuan Tan 003; Song Li 006; Weina Niu; Gang Liu; Rui Zhou 005; Qingguo Zhou (ICME, 2024)

LiScopeLens: An Open-Source License Incompatibility Analysis Tool Based on Scope Representation of License Terms. - Ziang Liu 006; Xin Liu 050; Yingli Zhang; Zihao Zhang; Song Li 006; Weina Niu; Qingguo Zhou; Rui Zhou 005; Xiaokang Zhou (ISSRE, 2024)

What's the Real: A Novel Design Philosophy for Robust AI-Synthesized Voice Detection. - Xuan Hai; Xin Liu 050; Yuan Tan 003; Gang Liu; Song Li 006; Weina Niu; Rui Zhou 005; Xiaokang Zhou (ACM Multimedia, 2024)

LZHV: Accelerating LZ77 Compression Algorithm with Hash Verification. - Guodong Ye; Tianyi Wang; Xin Liu 050; Rui Zhou 005; Qingguo Zhou (DCC, 2025)

Novel MITM attack scheme based on built-in negotiation for blockchain-based digital twins. - Xin Liu 050; Rui Zhou 005; Shohei Shimizu; Rui Chong; Qingguo Zhou; Xiaokang Zhou (Digit. Commun. Networks, 2025)

Bridging the Gaps between Graph Neural Networks and Data-Flow Analysis: The Closer, the Better. - Qingchen Yu; Xin Liu 050; Qingguo Zhou; Chunming Wu 001 (Proc. ACM Softw. Eng., 2025)