| 2026 | ICCBR | CBR-PAR: LLM-Augmented Case-Based Reasoning for Provenance-Based Alert Reduction. | Canhua Chen, Yaqin Cao, Xinyu Li, Baihang Liu, Yongjun Wang, Xiaoyu Wang, Qixu Liu |
| 2026 | WWW | TGNN: Enhancing Pixel Tracking Detection via LLM-driven Annotation and GAT-powered Structural Representation. | Shenping Xiong, Xutong Wang, Ze Jin, Xinyu Liu, Haoqiang Wang, Zhen Chen, Ru Tan, Qixu Liu |
| 2026 | SP | C-Verifier: Understanding and Formally Verifying Cross-Service Flaws in AWS Cognito. | Zhen Chen, Ze Jin, Le Gong, Kexin Chen, Xiangyi Zeng, Qixu Liu |
| 2025 | CSCWD | ExtFPDet: A CNN-Based Detection Framework for Browser Extensions Fingerprinting. | Wei Liu, Xiaoxi Wang, Yun Feng, Xinyu Liu, Le Gong, Kerui Huang, Yaqin Cao, Qixu Liu |
| 2025 | CSCWD | DAB-LLM: Detection of Anomalies in API Call Behavior Based on Large Language Model. | Yue Zhang, Fangjiao Zhang, Baihang Liu, Baoxu Liu, Yuling Liu, Qixu Liu |
| 2025 | ICASSP | VulKiller: Java Web Vulnerability Detection with Code Property Graph and Large Language Models. | Xingchen Chen, Baizhu Wang, Mengjun Zhang, Yaqin Cao, Qixu Liu |
| 2025 | NDSS | Hidden and Lost Control: on Security Design Risks in IoT User-Facing Matter Controller. | Haoqiang Wang, Yiwei Fang, Yichen Liu, Ze Jin, Emma Delph, Xiaojiang Du, Qixu Liu, Luyi Xing |
| 2025 | RAID | RBAClock: Contain RBAC Permissions through Secure Scheduling. | Qingwang Chen, Ru Tan, Xinyu Liu, Yuqi Shu, Zhou Tong, Haoqiang Wang, Ze Jin, Qixu Liu |
| 2025 | RAID | DEPHP: A Source Code Recovery Method for PHP Bytecode with Improved Structural Analysis. | Shiwu Zhao, Ningjun Zheng, Haoyu Li, Ruizhi Feng, Xingchen Chen, Ru Tan, Qixu Liu |
| 2025 | SMC | Implicit Device Tracking Under the Multimedia Technology Wave. | Xiaoxi Wang, Xinyu Liu, Kerui Huang, Chunyang Zheng, Jinhe Ren, Wei Liu, Yuling Liu, Qixu Liu |
| 2025 | SMC | CTF: Hybrid Multi-scale Contrastive Transformer for Website Fingerprinting Attack. | Juxin Xiao, Yang Song, Yanhui Chen, Yunpeng Li, Jie Yin, Yuling Liu, Qixu Liu |
| 2025 | TrustCom | PROV-LLM: Advanced Persistent Threat Detection Based on Process Behavior Subgraphs Using Large Language Models. | Canhua Chen, Yang Song, Yunpeng Li, Yun Feng, Xiaoyu Wang, Yuling Liu, Qixu Liu |
| 2025 | TrustCom | Chaos of Functionalities: Understanding Security Risks in Heterogeneity of IoT Matter Controllers. | Yiwei Fang, Haoqiang Wang, Ze Jin, Qixu Liu |
| 2024 | ADMA | SDM-GAT: StylisticFP Detection Method Based on Graph Attention Network. | Xiaoxi Wang, Wei Liu, Chunyang Zheng, Xinyu Liu, Yaqin Cao, Qixu Liu |
| 2024 | CSCWD | MemAPIDet: A Novel Memory-resident Malware Detection Framework Combining API Sequence and Memory Features. | Jiaxi Liu, Kezhen Huang, Yun Feng, Canhua Chen, Jinli Zhang, Yuqi Shu, Xing Tian, Qixu Liu |
| 2024 | CSCWD | MalPolymer: A Threat Identification System Utilizing Cognate Malicious Login Behavior Detection. | Jianjun Zhao, Ru Tan, Yaqin Cao, Xutong Wang, Qixu Liu, Xiang Cui |
| 2024 | IJCNN | TaDFusion: Infrared and Visible Image Fusion Network Based on The Target Detection Task-driven Method. | Shaohui Jin, Qixu Liu, Hao Liu, Mingliang Xu |
| 2023 | ACSAC | ANDetect: A Third-party Ad Network Libraries Detection Framework for Android Applications. | Xinyu Liu, Ze Jin, Jiaxi Liu, Wei Liu, Xiaoxi Wang, Qixu Liu |
| 2023 | ADMA | AAP: Defending Against Website Fingerprinting Through Burst Obfuscation. | Zhenyu Yang, Xi Xiao, Bin Zhang, Guangwu Hu, Qing Li, Qixu Liu |
| 2023 | CSCWD | DeepCall: A Fast and Robust Malware Classification System with DGCNN and Function Call Graph. | Yanhui Chen, Yun Feng, Chengchun Wang, Jianjun Zhao, Qixu Liu |
| 2023 | DSN | Tabby: Automated Gadget Chain Detection for Java Deserialization Vulnerabilities. | Xingchen Chen, Baizhu Wang, Ze Jin, Yun Feng, Xianglong Li, Xincheng Feng, Qixu Liu |
| 2023 | WWW | TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification. | Haozhen Zhang, Le Yu, Xi Xiao, Qing Li, Francesco Mercaldo, Xiapu Luo, Qixu Liu |
| 2023 | SECON | Phish2vec: A Temporal and Heterogeneous Network Embedding Approach for Detecting Phishing Scams on Ethereum. | Zhutian Lin, Xi Xiao, Guangwu Hu, Bin Zhang, Qixu Liu, Xiapu Luo |
| 2023 | SECON | BehavSniffer: Sniff User Behaviors from the Encrypted Traffic by Traffic Burst Graphs. | Tiru Wu, Xi Xiao, Qing Li, Qixu Liu, Guangwu Hu, Xiapu Luo, Yong Jiang |
| 2022 | CCS | P-Verifier: Understanding and Mitigating Security Risks in Cloud-based IoT Access Policies. | Ze Jin, Luyi Xing, Yiwei Fang, Yan Jia, Bin Yuan, Qixu Liu |
| 2022 | ICICS | DeepC2: AI-Powered Covert Command and Control on OSNs. | Zhi Wang, Chaoge Liu, Xiang Cui, Jie Yin, Jiaxi Liu, Di Wu, Qixu Liu |
| 2022 | TrustCom | CPGBERT: An Effective Model for Defect Detection by Learning Program Semantics via Code Property Graph. | Jingqiang Liu, Xiaoxi Zhu, Chaoge Liu, Xiang Cui, Qixu Liu |
| 2021 | ICICS | GAN-Based Adversarial Patch for Malware C2 Traffic to Bypass DL Detector. | Junnan Wang, Qixu Liu, Chaoge Liu, Jie Yin |
| 2021 | RAID | Crafting Adversarial Example to Bypass Flow-&ML- based Botnet Detector via RL. | Junnan Wang, Qixu Liu, Di Wu, Ying Dong, Xiang Cui |
| 2020 | ICICS | CoinBot: A Covert Botnet in the Cryptocurrency Network. | Jie Yin, Xiang Cui, Chaoge Liu, Qixu Liu, Tao Cui, Zhi Wang |
| 2019 | CCS | Medical Protocol Security: DICOM Vulnerability Mining Based on Fuzzing Technology. | Zhiqiang Wang, Quanqi Li, Yazhe Wang, Biao Liu, Jianyi Zhang, Qixu Liu |
| 2019 | DSN | A Quantitative Approach for Medical Imaging Device Security Assessment. | Pingchuan Ma, Zhiqiang Wang, Xiali Hei, Xiaoxiang Zou, Jianyi Zhang, Qixu Liu, Xin Lyu, Zihan Zhuo |
| 2019 | ICICS | WSLD: Detecting Unknown Webshell Using Fuzzy Matching and Deep Learning. | Zihao Zhao, Qixu Liu, Tiantian Song, Zhi Wang, Xianda Wu |
| 2016 | ESORICS | A Machine Learning Approach for Detecting Third-Party Trackers on the Web. | Qianru Wu, Qixu Liu, Yuqing Zhang, Peng Liu, Guanxing Wen |
| 2015 | ISPEC | IVDroid: Static Detection for Input Validation Vulnerability in Android Inter-component Communication. | Zhejun Fang, Qixu Liu, Yuqing Zhang, Kai Wang, Zhiqiang Wang |
| 2014 | CCS | POSTER: Recommendation-based Third-Party Tracking Monitor to Balance Privacy with Personalization. | Qixu Liu, Qianru Wu, Yuqing Zhang, Xiali Wang |
| 2014 | SecureComm | Function Escalation Attack. | Chen Cao, Yuqing Zhang, Qixu Liu, Kai Wang |
| 2013 | CCS | trend of online flash XSS vulnerabilities. | Qixu Liu, Yuqing Zhang, Huan Yang |
| 2013 | CCS | Fuzzing the ActionScript virtual machine. | Guanxing Wen, Yuqing Zhang, Qixu Liu, Dingning Yang |
| 2012 | TrustCom | Static Detection of Logic Vulnerabilities in Java Web Applications. | Ying Kong, Yuqing Zhang, Zhejun Fang, Qixu Liu |
| 2012 | TrustCom | BlendFuzz: A Model-Based Framework for Fuzz Testing Programs with Grammatical Inputs. | Dingning Yang, Yuqing Zhang, Qixu Liu |
| 2011 | ICIG | A New Tree Structure for Weighted Dynamic Programming Based Stereo Algorithm. | Tingbo Hu, Tao Wu, Jinze Song, Qixu Liu, Bo Zhang |
| 2010 | RAID | Eliminating Human Specification in Static Analysis. | Ying Kong, Yuqing Zhang, Qixu Liu |