| 2026 | INFOCOM | Automated Construction of High-Quality Initial Seed Corpus for Network Protocol Fuzzing. | Weicheng Lin, Laile Xi, Yaowen Zheng, Shenghao Lin, Jiaxing Cheng, Zhen Wang, Shizhao Tian, Yubo Li, Tianheng Qu, Hongsong Zhu |
| 2026 | SP | Bridge: High-Order Taint Vulnerabilities Detection in Linux-Based IoT Firmware. | Jiaqian Peng, Puzhuo Liu, Yicheng Zeng, Kai Cheng, Yongji Liu, Yun Yang, Hongsong Zhu |
| 2025 | ACL | CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation. | Jiayuan Li, Lei Cui, Sen Zhao, Yun Yang, Lun Li, Hongsong Zhu |
| 2025 | CSCWD | ScenarioFuzz-LLM: Enhancing Diversity in Autonomous Driving Scenario Fuzzing with LLMs. | Shenghao Lin, Fansong Chen, Laile Xi, Kaiyu Xie, Yaowen Zheng, Haiqiang Fei, Yuyan Sun, Hongsong Zhu |
| 2025 | CSCWD | Abnormal Driving Behavior Detection: Deep Reinforcement Learning Based on Expert Guidance. | Shenghao Lin, Zhen Wang, Fansong Chen, Yonghe Guo, Longchuan Yan, Yuyan Sun, Hongsong Zhu |
| 2025 | CSCWD | SecRAG: A Graph-Enhanced RAG Framework with Dynamic Prompt for Cybersecurity Applications. | Yu Qiao, Lun Li, Feng Cheng, Jie Zhang, Jin Gao, Hongsong Zhu |
| 2025 | CSCWD | FirmEE: Firmware Emulation Enhancement via Automated and Dynamic NVRAM Configuration. | Qin Si, Lei Cui, Haiqiang Fei, Lin Ji, Lun Li, Hongsong Zhu |
| 2025 | CSCWD | LibRI: A Module Analysis Framework for Identifying Complex Reuse Relationship in Binaries. | Wenyan Yu, Siyuan Li, Mingjiang Huang, Mingyu Li, Rongrong Xi, Hongsong Zhu |
| 2025 | CSCWD | Microservice Dependency Discovery Based on Spatio-Temporal Network Flow Behavior Modeling. | Xiaofeng Zhang, Jinfa Wang, Chunyang Zheng, Hui Wen, Hong Li, Hongsong Zhu |
| 2025 | CSCWD | Research on TTP Data Augmentation Methods Based on the ATT&CK Framework. | Jiayu Zhang, Xiaodong Xue, Jie Zhang, Tianheng Qu, Lun Li, Rongrong Xi, Hongsong Zhu |
| 2025 | CSCWD | Migratability of Adversarial Node Attacks in Graph Neural Networks: A Comprehensive Study. | Guoli Zhao, Haoran Yang, Zhenlu Tan, Kaiyu Xie, Yubo Li, Yun Yang, Hongsong Zhu |
| 2025 | DASFAA | HF-Mamba: Improving Multimodal Classification via Hierarchical Fusion Based on Mamba. | Yimo Ren, Jinfa Wang, Hong Li, Rongrong Xi, Haiqiang Fei, Hongsong Zhu |
| 2025 | ICASSP | Steering Large Language Models for Vulnerability Detection. | Jiayuan Li, Lei Cui, Jie Zhang, Haiqiang Fei, Yu Chen, Hongsong Zhu |
| 2025 | ICPADS | Lazy-ConSnap: On-Demand Memory Persistence for Efficient Continuous VM Snapshots and Low-Latency Rollback. | Ze Qu, Jiami Lin, Lei Cui, Lun Li, Haiqiang Fei, Hongsong Zhu |
| 2025 | IJCNN | VulnTeam: A Team Collaboration Framework for LLM-based Vulnerability Detection. | Jiayuan Li, Lei Cui, Wenyan Yu, Haiqiang Fei, Feng Cheng, Hongsong Zhu |
| 2025 | IJCNN | Hybrid Multi-stage Decoding for Few-shot NER with Entity-aware Contrastive Learning. | Congying Liu, Gaosheng Wang, Peipei Liu, Xingyuan Wei, Hongsong Zhu |
| 2025 | ICSE | TransferFuzz: Fuzzing with Historical Trace for Verifying Propagated Vulnerability Code. | Siyuan Li, Yuekang Li, Zuxin Chen, Chaopeng Dong, Yongpan Wang, Hong Li, Yongle Chen, Hongsong Zhu |
| 2025 | RAID | Demystifying Feature Engineering in Malware Analysis of API Call Sequences. | Tianheng Qu, Hongsong Zhu, Limin Sun, Haining Wang, Haiqiang Fei, Zheng He, Zhi Li |
| 2025 | SMC | Automated Penetration on Multi-Subnet Environments with Dual-Stage DRL Models. | Haoyu Bu, Hui Wen, Hongsong Zhu, Hong Li, Xirui Song, Yimo Ren |
| 2024 | AAAI | Hierarchical Aligned Multimodal Learning for NER on Tweet Posts. | Peipei Liu, Hong Li, Yimo Ren, Jie Liu, Shuaizong Si, Hongsong Zhu, Limin Sun |
| 2024 | APSEC | AS-Fuzzer: An Optimized ADS Fuzzing Method via Scenario Segmentation and Parallel Evolution. | Fansong Chen, Shenghao Lin, Weicheng Lin, Laile Xi, Yongji Liu, Lun Li, Hongsong Zhu |
| 2024 | CSCWD | An Efficient Vehicular Intrusion Detection Method Based on Edge Intelligence. | Jun Li, Shuqin Zhang, Hongsong Zhu, Yu Chen, Jizhao Liu |
| 2024 | CSCWD | PG-AID: An Anomaly-based Intrusion Detection Method Using Provenance Graph. | Lingxiang Meng, Rongrong Xi, Ziang Li, Hongsong Zhu |
| 2024 | CSCWD | Fog-Enabled Intrusion Detection Method Integrating Bi-LSTM and Multi-Head Self-Attention for IoT. | Shizhao Tian, Zhen Wang, Kaiyu Xie, Fansong Chen, Hongsong Zhu |
| 2024 | EuroSys | Save the Bruised Striver: A Reliable Live Patching Framework for Protecting Real-World PLCs. | Ming Zhou, Haining Wang, Ke Li, Hongsong Zhu, Limin Sun |
| 2024 | ICASSP | A Relation-Aware Heterogeneous Graph Transformer on Dynamic Fusion for Multimodal Classification Tasks. | Yimo Ren, Jinfa Wang, Jie Liu, Peipei Liu, Hong Li, Hongsong Zhu, Limin Sun |
| 2024 | ISCC | Enhancing Coverage in Stateful Protocol Fuzzing via Value-Based Selection. | Laile Xi, Heng Zhang, Shenghao Lin, Weidong Zhang, Yuyan Sun, Hongsong Zhu, Limin Sun |
| 2024 | KSEM | Lexicon Graph Adapter Based BERT Model for Chinese Named Entity Recognition. | Jie Liu, Peipei Liu, Yimo Ren, Jinfa Wang, Hongsong Zhu |
| 2024 | TrustCom | EasyDetector: Using Linear Probe to Detect the Provenance of Large Language Models. | Jie Zhang, Jiayuan Li, Haiqiang Fei, Lun Li, Hongsong Zhu |
| 2024 | TrustCom | UniTTP: A Unified Framework for Tactics, Techniques, and Procedures Mapping in Cyber Threats. | Jie Zhang, Hui Wen, Lun Li, Hongsong Zhu |
| 2024 | SecureComm | Symerge: Replacing Calls in Under-Constrained Symbolic Execution and Find Vulnerabilities. | Yicheng Zeng, Jiaqian Peng, Jiami Lin, Rongrong Xi, Hongsong Zhu |
| 2023 | CSCWD | A Privacy-Preserving Online Deep Learning Algorithm Based on Differential Privacy. | Jun Li, Fengshi Zhang, Yonghe Guo, Siyuan Li, Guanjun Wu, Dahui Li, Hongsong Zhu |
| 2023 | CSCWD | SynCPFL: Synthetic Distribution Aware Clustered Framework for Personalized Federated Learning. | Junnan Yin, Yuyan Sun, Lei Cui, Zhengyang Ai, Hongsong Zhu |
| 2023 | DASFAA | ip2text: A Reasoning-Aware Dataset for Text Generation of Devices on the Internet. | Yimo Ren, Zhi Li, Hong Li, Peipei Liu, Jie Liu, Hongsong Zhu, Limin Sun |
| 2023 | DSN | MalAder: Decision-Based Black-Box Attack Against API Sequence Based Malware Detectors. | Xiaohui Chen, Lei Cui, Hui Wen, Zhi Li, Hongsong Zhu, Zhiyu Hao, Limin Sun |
| 2023 | ICANN | CSEDesc: CyberSecurity Event Detection with Event Description. | Gaosheng Wang, Peipei Liu, Jintao Huang, Shuaizong Si, Hongsong Zhu, Limin Sun |
| 2023 | ICASSP | Improving the Modality Representation with multi-view Contrastive Learning for Multimodal Sentiment Analysis. | Peipei Liu, Xin Zheng, Hong Li, Jie Liu, Yimo Ren, Hongsong Zhu, Limin Sun |
| 2023 | IJCNN | CEntRE: A paragraph-level Chinese dataset for Relation Extraction among Enterprises. | Peipei Liu, Hong Li, Zhiyu Wang, Yimo Ren, Jie Liu, Fei Lv, Hongsong Zhu, Limin Sun |
| 2023 | IJCNN | User Recognition of Devices on the Internet based on Heterogeneous Graph Transformer with Partial Labels. | Yimo Ren, Jinfa Wang, Hong Li, Hongsong Zhu, Limin Sun |
| 2023 | IPCCC | UID-Auto-Gen: Extracting Device Fingerprinting from Network Traffic. | Haoyu Bin, Sen Zhao, Zhi Li, Nan Yu, Rongrong Xi, Hongsong Zhu, Limin Sun |
| 2023 | ISCC | An Enhanced Vulnerability Detection in Software Using a Heterogeneous Encoding Ensemble. | Hao Sun, Yongji Liu, Zhenquan Ding, Yang Xiao, Zhiyu Hao, Hongsong Zhu |
| 2023 | ISSTA | Detecting Vulnerabilities in Linux-Based Embedded Firmware with SSE-Based On-Demand Alias Analysis. | Kai Cheng, Yaowen Zheng, Tao Liu, Le Guan, Peng Liu, Hong Li, Hongsong Zhu, Kejiang Ye, Limin Sun |
| 2023 | SIGIR | DeviceGPT: A Generative Pre-Training Transformer on the Heterogenous Graph for Internet of Things. | Yimo Ren, Jinfa Wang, Hong Li, Hongsong Zhu, Limin Sun |
| 2023 | TrustCom | HackMentor: Fine-Tuning Large Language Models for Cybersecurity. | Jie Zhang, Hui Wen, Liting Deng, Mingfeng Xin, Zhi Li, Lun Li, Hongsong Zhu, Limin Sun |
| 2023 | SETTA | Software Vulnerability Detection Using an Enhanced Generalization Strategy. | Hao Sun, Zhe Bu, Yang Xiao, Chengsheng Zhou, Zhiyu Hao, Hongsong Zhu |
| 2022 | ACL | Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph. | Yanzeng Li, Jiangxia Cao, Xin Cong, Zhenyu Zhang, Bowen Yu, Hongsong Zhu, Tingwen Liu |
| 2022 | HPCC | A Cache-Aware Virtual Machine Placement With Network Constraints in Large-Scale Network Emulation. | Haiqiang Fei, Wei Wang, Yu Chen, Zhenquan Ding, Hongsong Zhu, Yongji Liu, Zhiyu Hao, Chengli Yu |
| 2022 | ICNP | ProsegDL: Binary Protocol Format Extraction by Deep Learning-based Field Boundary Identification. | Sen Zhao, Jinfa Wang, Shouguo Yang, Yicheng Zeng, Zhihui Zhao, Hongsong Zhu, Limin Sun |
| 2022 | ICPR | Multi-features based Semantic Augmentation Networks for Named Entity Recognition in Threat Intelligence. | Peipei Liu, Hong Li, Zuoguang Wang, Jie Liu, Yimo Ren, Hongsong Zhu |
| 2022 | IPCCC | SIFOL: Solving Implicit Flows in Loops for Concolic Execution. | Yicheng Zeng, Jiaqian Peng, Zhihui Zhao, Zhanwei Song, Hongsong Zhu, Limin Sun |
| 2022 | ISSTA | Efficient greybox fuzzing of applications in Linux-based IoT devices via enhanced user-mode emulation. | Yaowen Zheng, Yuekang Li, Cen Zhang, Hongsong Zhu, Yang Liu, Limin Sun |
| 2022 | WCNC | Joint Classification of IoT Devices and Relations in the Internet with Network Traffic. | Yimo Ren, Hong Li, Min Xu, Gang Xiong, Shuqin Zhang, Hongsong Zhu, Limin Sun |
| 2022 | UIC | Fast Provisioning of Virtual Machine Based on Intelligent Virtual Machine Image Prefetching. | Haiqiang Fei, Yindan Zhang, Wei Wang, Yubo Li, Hui Xu, Hongsong Zhu, Zhiyu Hao, Dahui Li |
| 2022 | SecureComm | An Evolutionary Learning Approach Towards the Open Challenge of IoT Device Identification. | Jingfei Bian, Nan Yu, Hong Li, Hongsong Zhu, Qiang Wang, Limin Sun |
| 2022 | SRDS | Detection and Incentive: A Tampering Detection Mechanism for Object Detection in Edge Computing. | Zhihui Zhao, Yicheng Zeng, Jinfa Wang, Hong Li, Hongsong Zhu, Limin Sun |
| 2021 | ACL | Discontinuous Named Entity Recognition as Maximal Clique Discovery. | Yucheng Wang, Bowen Yu, Hongsong Zhu, Tingwen Liu, Nan Yu, Limin Sun |
| 2021 | ACSAC | ICS3Fuzzer: A Framework for Discovering Protocol Implementation Bugs in ICS Supervisory Software by Fuzzing. | Dongliang Fang, Zhanwei Song, Le Guan, Puzhuo Liu, Anni Peng, Kai Cheng, Yaowen Zheng, Peng Liu, Hongsong Zhu, Limin Sun |
| 2021 | DSN | Asteria: Deep Learning-based AST-Encoding for Cross-platform Binary Code Similarity Detection. | Shouguo Yang, Long Cheng, Yicheng Zeng, Zhe Lang, Hongsong Zhu, Zhiqiang Shi |
| 2021 | EMNLP | Maximal Clique Based Non-Autoregressive Open Information Extraction. | Bowen Yu, Yucheng Wang, Tingwen Liu, Hongsong Zhu, Limin Sun, Bin Wang |
| 2020 | COLING | TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking. | Yucheng Wang, Bowen Yu, Yueyang Zhang, Tingwen Liu, Hongsong Zhu, Limin Sun |
| 2020 | SecureComm | Malware Classification Using Attention-Based Transductive Learning Network. | Liting Deng, Hui Wen, Mingfeng Xin, Yue Sun, Limin Sun, Hongsong Zhu |
| 2019 | GLOBECOM | Remote Fingerprinting on Internet-Wide Printers Based on Neural Network. | Zhaoteng Yan, Shichao Lv, Yueyang Zhang, Hongsong Zhu, Limin Sun |
| 2019 | IPCCC | Side-Channel Information Leakage of Traffic Data in Instant Messaging. | Ke Li, Hong Li, Hongsong Zhu, Limin Sun, Hui Wen |
| 2019 | IPCCC | An Efficient Greybox Fuzzing Scheme for Linux-based IoT Programs Through Binary Static Analysis. | Yaowen Zheng, Zhanwei Song, Yuyan Sun, Kai Cheng, Hongsong Zhu, Limin Sun |
| 2019 | WoWMoM | IoTTracker: An Enhanced Engine for Discovering Internet-of-Thing Devices. | Xu Wang, Yucheng Wang, Xuan Feng, Hongsong Zhu, Limin Sun, Yuchi Zou |
| 2018 | IPCCC | A graph neural network based efficient firmware information extraction method for IoT devices. | Weidong Zhang, Hong Li, Hui Wen, Hongsong Zhu, Limin Sun |
| 2018 | PAKDD | Mining Human Periodic Behaviors Using Mobility Intention and Relative Entropy. | Feng Yi, Libo Yin, Hui Wen, Hongsong Zhu, Limin Sun, Gang Li |
| 2018 | UIC | Security OSIF: Toward Automatic Discovery and Analysis of Event Based Cyber Threat Intelligence. | Ke Li, Hui Wen, Hong Li, Hongsong Zhu, Limin Sun |
| 2016 | ICCCN | Active Profiling of Physical Devices at Internet Scale. | Xuan Feng, Qiang Li, Qi Han, Hongsong Zhu, Yan Liu, Jie Cui, Limin Sun |
| 2016 | ICICS | A Lightweight Method for Accelerating Discovery of Taint-Style Vulnerabilities in Embedded Systems. | Yaowen Zheng, Kai Cheng, Zhi Li, Shiran Pan, Hongsong Zhu, Limin Sun |
| 2015 | GLOBECOM | Vehicle Anomaly Detection Based on Trajectory Data of ANPR System. | Yuyan Sun, Hongsong Zhu, Yong Liao, Limin Sun |
| 2013 | HPCC | Mo-Fi: Discovering Human Presence Activity with Smartphones Using Non-intrusive Wi-Fi Sniffers. | Weijun Qin, Jiadi Zhang, Bo Li, Hongsong Zhu, Yuyan Sun |
| 2013 | WCNC | A decentralized adaptive TDMA scheduling strategy for VANET. | Ke Wang, Weidong Yang, Pan Li, Hongsong Zhu |
| 2012 | SENSYS | Exploiting ephemeral link correlation for mobile wireless networks. | Wei Liu, Limin Sun, Yunhuai Liu, Hongsong Zhu, Ziguo Zhong, Tian He |
| 2011 | EUC | RestThing: A Restful Web Service Infrastructure for Mash-Up Physical and Web Resources. | Weijun Qin, Qiang Li, Limin Sun, Hongsong Zhu, Yan Liu |
| 2011 | Mobisys | Exploiting FM radio data system for adaptive clock calibration in sensor networks. | Liqun Li, Guoliang Xing, Limin Sun, Wei Huangfu, Ruogu Zhou, Hongsong Zhu |
| 2011 | Mobisys | Demo: a sensor network time synchronization protocol based on fm radio data system. | Liqun Li, Guoliang Xing, Limin Sun, Wei Huangfu, Ruogu Zhou, Hongsong Zhu |