近年来主要聚焦在网络空间智能仿真与智能对抗方向。网络空间智能仿真主要研究基于虚拟化平台的网络环境仿真技术，具体包括网络仿真场景（靶场）构建、仿真网络状态采集与分析、网络靶场对抗能力评估等技术与生成式人工智能技术交叉融合机制，支撑网络科研高阶实验和对抗推演；智能对抗方向重点研究网络攻防对抗的智能体技术，对抗能力强化学习技术，以及智能网络攻防机器人设计与评估，支撑网络安全系统评测和对抗演训。网络仿真与攻防对抗是网络安全领域的科研基石和核心内涵，人工智能与网络仿真对抗的交叉融合存在着从模型到实践的多重挑战，希望有志于此的青年才俊加入到团队中来，共同推动国家重大战略科技领域的进步和发展。

诚挚邀请国内外精英加入，包括不限于：

（1）高等院校优秀本科生、硕士研究生，愿意直面挑战，突破科技难题，提升科研水平，完成学位跨越的年轻学子；

（2）拥有计算机科学、网安领域博士学位，想要通过人才计划进入研究所，在人工智能与网络安全交叉领域有所建树的青年才俊；

（3）拥有人工智能、智能体工程技术经验，想在智能网络安全对抗与仿真方面研发国之重器的工程技术人才；

083900-网络空间安全
081201-计算机系统结构

物联网安全
网络安全评测
安全大数据分析，网络测量，安全态势感知

（1） Migratability_of_Adversarial_Node_Attacks_in_Graph_Neural_Networks__A_Comprehensive_Study, cscwd, 2025, 第 7 作者
（2） EHFC: Enhanced Format Clustering via Pre-trained Traffic Model, WASA2025, 2025, 第 7 作者
（3） Leveraging Fine-Tuned Large Language Models for Device Fingerprint Extraction in IoT Security, ICIC2025, 2025, 第 6 作者
（4） Bridge: High-Order Taint Vulnerabilities Detection in Linux-based IoT Firmware, IEEE S&P 2026, 2025, 第 7 作者
（5） Bond: Constraint-Directed Fuzzing for Automated Validation of Taint Analysis Results in Linux-based IoT Firmware, USENIX SEC 2026, 2025, 第 7 作者
（6） Automated Tactics Planning for Cyber Attack and Defense Based on Large Language Model Agents, Neural Networks, 2025, 第 6 作者
（7） Demystifying Feature Engineering in Malware Analysis of API Call Sequences, arxiv, 2025, 第 2 作者
（8） ScenarioFuzz-LLM: Enhancing Diversity in Autonomous Driving Scenario Fuzzing with LLMs, CSCWD2025, 2025, 第 8 作者
（9） Lazy-ConSnap: On-Demand Memory Persistence for Efficient Continuous VM Snapshots and Low-Latency Rollback, ICPADS2025, 2025, 第 6 作者
（10） TransferFuzz-Pro: Large Language Model Driven Code Debugging Technology for Verifying Propagated Vulnerability, IEEE Transactions on Software Engineering, 2025, 
（11） CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation, ACL2025, 2025, 第 6 作者
（12） PVDetector: Pretrained Vulnerability Detection on Vulnerability-enriched Code Semantic Graph, ACM Transactions on Software Engineering and Methodology (TOSEM), 2025, 第 6 作者
（13） VulnTeam: A Team Collaboration Framework for LLM-based Vulnerability Detection, IJCNN, 2025, 第 6 作者
（14） Automated Construction of High-Quality Initial Seed Corpus for Network Protocol Fuzzing, INFOCOM 2026, 2025, 第 9 作者
（15） Lares: LLM-driven Code Slice Semantic Search for Patch Presence Testing, ASE 2025, 2025, 第 10 作者
（16） PhantomRift: a Novel Framework for Stealthy Microservice Disruption via Inferred Gateway Semantics and Deep Dependency Mapping, milcom2025, 2025, 第 7 作者
（17） Automated Penetration on Multi-Subnet Environments with Dual-Stage DRL Models, SMC 2025, 2025, 第 3 作者
（18） 智能网联汽车自动驾驶安全： 威胁、攻击与防护, 软件学报, 2025, 第 6 作者
（19） When LLMs meet cybersecurity:a systematic literature review, When LLMs meet cybersecurity: a systematic literature review, CYBERSECURITY, 2025, 第 9 作者  通讯作者
（20） HF-Mamba: Improving Multimodal Classification via Hierarchical Fusion based on Mamba, DASFAA 2025, 2025, 第 6 作者
（21） Steering Large Language Models for Vulnerability Detection, ICASSP 2025, 2025, 第 5 作者
（22） SecRAG: A Graph-Enhanced RAG Framework with Dynamic Prompt for Cybersecurity Applications, CSCWD 2025, 2025, 第 6 作者
（23） FirmEE: Firmware Emulation Enhancement via Automated and Dynamic NVRAM Configuration, CSCWD 2025, 2025, 第 4 作者
（24） Research on TTP Data Augmentation Methods Based on the ATT&CK Framework, CSCWD 2025, 2025, 第 7 作者
（25） LibRI: A Module Analysis Framework for Identifying Complex Reuse Relationship in Binaries, CSCWD 2025, 2025, 第 6 作者
（26） Abnormal Driving Behavior Detection: Deep Reinforcement Learning Based on Expert Guidance, CSCWD 2025, 2025, 第 5 作者
（27） Microservice Dependency Discovery based on Spatio-Temporal Network Flow Behavior Modeling, CSCWD 2025, 2025, 第 6 作者
（28） Backsolver: Adapting Preceding Execution Paths to Solve Constraints for Concolic Execution, ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 2025, 第 5 作者  通讯作者
（29） TransferFuzz: Fuzzing with Historical Trace for Verifying Propagated Vulnerability Code, arxiv, 2024, 第 8 作者
（30） LibAM: An Area Matching Framework for Detecting Third-Party Libraries in Binaries, ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 2024, 第 10 作者
（31） A Relation-Aware Heterogeneous Graph Transformer on Dynamic Fusion for Multimodal Classification Tasks, ICASSP, 2024, 第 6 作者
（32） FeaShare: Feature Sharing for Computation Correctness in Edge Preprocessing, IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 第 5 作者  通讯作者
（33） Multi-granularity cross-modal representation learning for named entity recognition on social media, INFORMATION PROCESSING & MANAGEMENT, 2024, 第 6 作者
（34） Cascading Threat Analysis of IoT Devices in Trigger-Action Platforms, IEEE INTERNET OF THINGS JOURNAL, 2024, 第 4 作者
（35） RIETD: A Reputation Incentive Scheme Facilitates Personalized Edge Tampering Detection, IEEE INTERNET OF THINGS JOURNAL, 2024, 第 5 作者  通讯作者
（36） Hierarchical Aligned Multimodal Learning for NER on Tweet Posts, AAAI, 2024, 第 6 作者
（37） VDTriplet: Vulnerability detection with graph semantics using triplet model, COMPUTERS & SECURITY, 2024, 第 7 作者
（38） Fog-Enabled Network Intrusion Detection Based on Variational Autoencoder for Internet of Vehicles, CWSN 2024, 2024, 第 4 作者
（39） Crafting Binary Protocol Reversing via Deep Learning With Knowledge-Driven Augmentation, IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 第 5 作者  通讯作者
（40） Node Influence Evaluation through K-Shell Convoluted Proximal Aggregation, 2024 9TH INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION SYSTEMS, ICCCS 2024, 2024, 第 6 作者  通讯作者
（41） Symerge: Replacing Calls in Under-Constrained Symbolic Execution and Find Vulnerabilities, SecureComm 2024, 2024, 第 5 作者
（42） AS-Fuzzer: An Optimized ADS Fuzzing Method via Scenario Segmentation and Parallel Evolution, APSEC 2024, 2024, 第 7 作者
（43） TM-fuzzer: fuzzing autonomous driving systems through traffic management, AUTOMATED SOFTWARE ENGINEERING, 2024, 第 7 作者
（44） UniTTP: A Unified Framework for Tactics, Techniques, and Procedures Mapping in Cyber Threats, TrustCom 2024, 2024, 第 4 作者
（45） EasyDetector: Using Linear Probe to Detect the Provenance of Large Language Models, TrustCom 2024, 2024, 第 5 作者
（46） KnowCTI: Knowledge-based cyber threat intelligence entity and relation extraction, COMPUTERS & SECURITY, 2024, 第 5 作者
（47） Multi-Granularity Cross-Modality Representation Learning for Named Entity Recognition on Social Media, IPM, 2023, 第 6 作者
（48） LibAM: An Area Matching Framework for Detecting Third-party Libraries in Binaries, TOSEM, 2023, 第 10 作者
（49） Blockchain-enhanced trust management for mobile edge computing-enabled intelligent vehicular collaboration in the 6G era, TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2023, 第 2 作者
（50） HackMentor: Fine-Tuning Large Language Models for Cybersecurity, TrustCom2023, 2023, 第 7 作者
（51） CEntRE: A paragraph-level Chinese dataset for Relation Extraction among Enterprises, International Joint Conference on Neural Networks, 2023, 第 7 作者
（52） UID-Auto-Gen: Extracting Device Fingerprinting from Network Traffic, IEEE International Performance Computing and Communications Conference, 2023, 第 6 作者
（53） MalAder: Decision-Based Black-Box Attack Against API Sequence Based Malware Detectors, Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2023, 第 5 作者
（54） CSEDesc: CyberSecurity Event Detection with Event Description, International Conference on Artificial Neural Networks, 2023, 第 5 作者
（55） DeviceGPT: A Generative Pre-Training Transformer on the Heterogenous Graph for Internet of Things, International Conference on Research on Development in Information Retrieval, 2023, 第 4 作者
（56） Internet-Scale Fingerprinting the Reusing and Rebranding IoT Devices in the Cyberspace, IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2023, 第 5 作者
（57） CL-GAN: A GAN-based continual learning model for generating and detecting AGDs, COMPUTERS & SECURITY, 2023, 第 5 作者
（58） ip2text A Reasoning-Aware Dataset for Text Generation of Devices on the Internet, Database Systems for Advanced Applications, 2023, 第 6 作者
（59） Detecting Vulnerabilities in Linux-based Embedded Firmware with SSE-based On-demand Alias Analysis, ISSTA'23, 2023, 第 7 作者
（60） LibDI: A Direction Identification Framework for Detecting Complex Reuse Relationships in Binaries, MIL COM, 2023, 第 8 作者
（61） SynCPFL:Synthetic Distribution Aware Clustered Framework for Personalized Federated Learning, The 2023 IEEE 26th International Conference on Computer Supported Cooperative Work in Design（CSCWD2023）, 2023, 第 5 作者
（62） 物联网安全威胁与安全模型, IoT Security Threat and Security Model, 信息安全学报, 2023, 第 5 作者
（63） Owner name entity recognition in websites based on heterogeneous and dynamic graph transformer, KNOWLEDGE AND INFORMATION SYSTEMS, 2023, 第 6 作者
（64） Multiview Embedding with Partial Labels to Recognize Users of Devices Based on Unified Transformer, INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2023, 第 5 作者
（65） User Recognition of Devices on the Internet based on Heterogeneous Graph Transformer with Partial Label, International Joint Conference on Neural Networks, 2023, 第 4 作者
（66） Mining Implicit Behavioral Patterns via Attention Networks for Sequential Recommendation, PROCEDIA COMPUTER SCIENCE, 2023, 第 4 作者
（67） LibAM: An Area Matching Framework for Detecting Third-party Libraries in Binaries, ACM Transactions on Software Engineering and Methodology, 2023, 第 10 作者
（68） Internet-scale fingerprinting the reusing and rebranding IoT devices in the Cyberspace, IEEE Transactions on Dependable and Secure Computing, 2022, 第 5 作者
（69） An effective intrusion-resilient mechanism for programmable logic controllers against data tampering attacks, COMPUTERS IN INDUSTRY, 2022, 
（70） Multi-features based Semantic Augmentation Networks for Named Entity Recognition in Threat Intelligence, 2022, 第 6 作者
（71） Understanding User-Level IP Blocks on the Internet, SECURITY AND COMMUNICATION NETWORKS, 2022, 第 4 作者
（72） 工业控制系统安全态势感知技术研究, A Comprehensive Survey of Security Situational Aware-ness on Industrial Control Systems, 信息安全学报, 2022, 第 4 作者
（73） Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph, ACL, 2022, 第 6 作者  通讯作者
（74） Finding Vulnerabilities in Internal-binary of Firmware with Clues, IEEE International Conference on Communications (ICC), 2022, 第 6 作者
（75） Detection and Incentive: An tampering detection mechanism for object detection in edge computing, IEEE International Symposium on Reliable Distributed Systems（SRDS 2022), 2022, 第 5 作者  通讯作者
（76） SIFOL: Solving Implicit Flows in Loops for Concolic Execution, IEEE International Performance Computing and Communications Conference(IPCCC 2022), 2022, 第 5 作者  通讯作者
（77） An Evolutionary Learning Approach towards the Open Challenge of IoT Device Identification, International Conference on Security and Privacy in Communication Networks（SecureComm 2022), 2022, 第 4 作者  通讯作者
（78） Discover the ICS Landmarks based on multi-stage clue mining, International Conference on Wireless Algorithms, Systems, and Applications(WASA 2022), 2022, 第 4 作者  通讯作者
（79） ProsegDL: Binary Protocol Format Extraction by Deep Learning-based Field Boundary Identification, 30th IEEE International Conference on Network Protocols(ICNP 2022), 2022, 第 6 作者  通讯作者
（80） Joint Classification of IoT Devices and Relations In the Internet with Network Traffic, IEEE Wireless Communications and Networking Conference（WCNC2022）, 2022, 第 6 作者
（81） Efficient Greybox Fuzzing of Applications in Linux-based IoT Devices via Enhanced User-mode Emulation, 31st ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2022), 2022, 第 4 作者
（82） Improving the Modality Representation with Multi-View Contrastive Learning for Multimodal Sentiment Analysis, Proceedings of the International Conference on Acoustics, Speech and Signal Processing(ICASSP 2023)., 2022, 第 4 作者
（83） ProsegDL: Binary Protocol Format Extraction by Deep Learning-based Field Boundary Identification, IEEE International Conference on Network Protocols, 2022, 
（84） Detecting Internet-scale Surveillance Decices using RTSP Recessive Features, Proceedings of the 3rd International Conference on Science of Cyber Security (SciSec 2021), 2021, 第 1 作者
（85） 一种健壮的基于未知流量检测的物联网设备识别方法, Proceedings of the 16th International Conference on Wireless Algorithms, Systems, and Applications, 2021, 第 1 作者
（86） 基于场景上下文异常的智能家居入侵检测, 信息安全学报, 2021, 第 1 作者
（87） 网络空间中的社会工程学：致效机理，人的脆弱性和攻击方法, IEEE Access, 2021, 第 1 作者  通讯作者
（88） Social Engineering in Cybersecurity: A Domain Ontology and Knowledge Graph Application Examples, CYBERSECURITY, 2021, 第 2 作者
（89） Asteria: Deep Learning-based AST-Encoding for Cross-platform Binary Code Similarity Detection, IEEE/IFIP International Conference on Dependable Systems and Networks （CCF B）, 2021, 第 5 作者
（90） 智能网联汽车数据采集安全风险研究, 保密科学技术, 2021, 第 2 作者
（91） FIUD： 一种识别设备使用者的框架, Proceedings of the 16th International Conference on Wireless Algorithms, Systems, and Applications, 2021, 第 1 作者
（92） 智能制造场景下工业互联网安全风险与对策, Risk analysis and countermeasure design for Industrial Internet under the scenario of Intelligent Manufacturing, 信息通信技术与政策, 2021, 第 5 作者
（93） 社工概念演化分析, The Concept Evolution Analysis of Social Engineering, 信息安全学报, 2021, 第 2 作者
（94） Asteria： 基于深度学习AST编码的跨平台二进制同源检测, Proceedings of the International Conference on Dependable Systems and Networks(DSN 2021), 2021, 第 1 作者
（95） A Framework to Identify Users of Devices, Proceedings of the 16th International Conference on Wireless Algorithms, Systems, and Applications(WASA 2021)., 2021, 第 1 作者
（96） A Robust IoT Device Identification Method with Unknown Traffic Detection, Wireless Algorithms, Systems, and Applications（CCF C）, 2021, 第 5 作者
（97） Social Engineering in Cybersecurity: Effect Mechanisms, Human Vulnerabilities and Attack Methods, IEEE ACCESS, 2021, 第 2 作者  通讯作者
（98） Detecting Internet-scale Surveillance Devices using RTSP Recessive Features, International Conference on Science of Cyber Security, 2021, 第 4 作者
（99） Maximal Clique Based Non-Autoregressive Open Information Extraction, EMNLP, 2021, 第 4 作者
（100） 物联网安全威胁与安全模型, 信息安全学报, 2021, 第 1 作者
（101） 工业控制系统攻击与检测技术研究, 信息安全学报, 2021, 第 1 作者
（102） ICS3Fuzzer: A Fuzzing Framework for Discovering Protocol Implementation Bugs in ICS Supervisory Software, Proceedings of the Annual Computer Security Applications Conference, 2021, 
（103） 工业控制系统功能安全和信息安全融合研究综述, 信息安全学报, 2021, 第 1 作者
（104） Detecting Internet-scale NATs for IOT Decives Based on Tri-net, Proceedings of the 15th International Conference on Wireless Algorithms, Systems, and Applications（WASA 2020）, 2020, 第 1 作者
（105） EdgeCC: An authentication framework for the fast migration of edge services under mobile clients, Proceedings of the 15th International Conference on Wireless Algorithms, Systems, and Applications（WASA 2020）, 2020, 第 1 作者
（106） TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking, COLING, 2020, 第 5 作者
（107） Defining Social Engineering in Cybersecurity, IEEE ACCESS, 2020, 第 3 作者
（108） Malware Classification using Attention-based Transductive Learning Network, Proceedings of the International Conference on Security and Privacy in Communication Networks (SecureComm 2020), 2020, 
（109） Attention Based Transductive Network for Malware Classification, 16th EAI International Conference on Security and Privacy in Communication Networks, 2020, 第 6 作者
（110） 函数级数据依赖图及其在静态脆弱性分析中的应用, 软件学报, 2020, 第 4 作者
（111） The Mining of IP Landmarks for Internet Webcams, Proceedings of the 14th China Conference on Internet of Things (CWSN 2020 ), 2020, 第 1 作者
（112） Detecting Internet-Scale NATs for Devices Based on Tri-Net IoT, Wireless Algorithms, Systems, and Applications, 2020, 第 5 作者
（113） IP定位技术研究, A Comprehensive Survey of IP Geolocation and Evasion, 信息安全学报, 2019, 第 4 作者
（114） ONE-Geo: Client-Independent IP Geolocation Based on Owner Name Extraction, WIRELESS ALGORITHMS, SYSTEMS, AND APPLICATIONS, WASA 2019, 2019, 第 3 作者  通讯作者
（115） FIRM-AFL: High-Throughput Greybox Fuzzing of IoT Firmware via Augmented Process Emulation, PROCEEDINGS OF THE 28TH USENIX SECURITY SYMPOSIUM, 2019, 第 5 作者
（116） Remote Fingerprinting on Internet-wide Printers Based on Neural Network, 2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2019, 第 4 作者
（117） IoTTracker: An Enhanced Engine for Discovering Internet-of-Thing Devices, 2019 IEEE 20TH INTERNATIONAL SYMPOSIUM ON A WORLD OF WIRELESS, MOBILE AND MULTIMEDIA NETWORKS (WOWMOM), 2019, 第 4 作者  通讯作者
（118） Understanding and Securing Device Vulnerabilities through Automated Bug Report Analysis, PROCEEDINGS OF THE 28TH USENIX SECURITY SYMPOSIUM, 2019, 第 7 作者
（119） Towards IP geolocation with intermediate routers based on topology discovery, Towards IP geolocation with intermediate routers based on topology discovery, CYBERSECURITY, 2019, 第 5 作者
（120） Side-Channel Information Leakage of Traffic Data in Instant Messaging, 2019 IEEE 38TH INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2019, 第 3 作者
（121） An Efficient Greybox Fuzzing Scheme for Linux-based IoT Programs Through Binary Static Analysis, 2019 IEEE 38TH INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2019, 第 5 作者
（122） Lightweight IoT Malware Visualization Analysis via Two-Bits Networks, WIRELESS ALGORITHMS, SYSTEMS, AND APPLICATIONS, WASA 2019, 2019, 第 5 作者  通讯作者
（123） 物联网设备漏洞挖掘技术研究综述, A Survey of IoT Device Vulnerability Mining Techniques, 信息安全学报, 2019, 第 5 作者
（124） 网络空间物联网信息搜索, Search of Internet of Thing Information in the Cyberspace, 信息安全学报, 2018, 第 5 作者
（125） 基于时空相关性的多签到数据匹配算法, MIMA:A Multi-identification Check-in Data Matching Algorithm Based on Spatial and Temporal Relations, 计算机科学, 2018, 第 3 作者
（126） Mining Human Periodic Behaviors using Mobility Internation and Relative Entropy, Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Date Mining(PAKDD 2018), 2018, 
（127） 基于搜索的物联网设备识别框架, IoT Device Recognition Framework based on Web search, 信息安全学报, 2018, 第 4 作者
（128） Security OSIF: Toward Automatic Discovery and Analysis of Event Based Cyber Threat Intelligence, 2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI), 2018, 第 4 作者
（129） Poster:The optimal strategy of Proof of Stake consensue, Proceedings of the 2nd IEEE Symposium on Privacy-Aware Computing(IEEE PAC 2018), 2018, 第 1 作者
（130） A graph neural network based efficient firmware information extraction method for IoT devices, 2018 IEEE 37TH INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2018, 第 4 作者
（131） Using Intuitionistic Fuzzy Set for Anomaly Detection of Network Traffic From Flow interaction, IEEE ACCESS, 2018, 第 5 作者
（132） Road Traffic Anomaly Detection via Collaborative Path Inference from GPS Snippets, SENSORS, 2017, 第 4 作者  通讯作者
（133） 基于WEB信息的特定类型物联网终端识别方法, Web Features-based Recognition Specific-Type IoT Device in Cyberspace, 通信技术, 2017, 第 5 作者
（134） Road Traffic Anomaly Detection via Collaborative Path Inference from GPS Snippets, SENSORS (BASEL, SWITZERLAND), 2017, 第 4 作者
（135） Identification of Visible Industrial Control Devices at Internet Scale, 2016 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2016, 第 4 作者  通讯作者
（136） Active Profiling of Physical Devices at Internet Scale, 2016 25TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN), 2016, 第 4 作者
（137） 网络扫描发包速率学习算法, A Packet-Sending Rate Learning Algorithm for Web Scanning, 信息安全与通信保密, 2016, 第 3 作者
（138） Learning multi-channel correlation filter bank for eye localization, NEUROCOMPUTING, 2016, 第 5 作者  通讯作者
（139） A Lightweight Method for Accelerating Discovery of Taint-Style Vulnerabilities in Embedded Systems, INFORMATION AND COMMUNICATIONS SECURITY, ICICS 2016, 2016, 第 5 作者
（140） 基于车牌识别系统车辆轨迹的行为异常检测, Activity Anomaly Detection Based on Vehicle Trajectory of Automatic Number Plate Recognition System, 计算机研究与发展, 2015, 第 3 作者
（141） Vehicle Anomaly Detection based on Trajectory Data of ANPR System, 2015 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2015, 第 2 作者  通讯作者
（142） 基于车牌识别系统车辆轨迹的行为异常检测机制, 计算机研究与发展, 2015, 第 1 作者
（143） Cryptanalysis and Improvement of two RFID-OT Protocols Based on Quadratic Residues, 2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, 第 2 作者  通讯作者
（144） A Fuzzy Similarity Elimination Algorithm for Indoor Fingerprint Positioning, INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015, 第 6 作者
（145） ROCS: Exploiting FM Radio Data System for Clock Calibration in Sensor Networks, IEEE TRANSACTIONS ON MOBILE COMPUTING, 2015, 第 6 作者
（146） Coff: Contact- Duration-Aware Cellular Traffic Offloading Over Delay Tolerant Networks, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2015, 第 3 作者
（147） Design and Implementation of Smart Home Linkage System Based on OSGI and REST Architecture, ADVANCES IN WIRELESS SENSOR NETWORKS, 2015, 第 2 作者  通讯作者
（148） Security and Privacy in Localization for Underwater Sensor Networks, IEEE COMMUNICATIONS MAGAZINE, 2015, 第 4 作者  通讯作者
（149） B-RPL：低存储开销的RPL路由协议, B-RPL:Low Memory Cost RPL Routing Protocol, 计算机科学, 2015, 第 2 作者
（150） Coff: Contact Duration Aware Cellular Traffic Offloading Over DTN, Vehicular Technology, IEEE Transactions on, 2014, 第 1 作者
（151） Evolutionary Game Theoretic Modeling and Repetition of Media Distributed Shared in P2P-Based VANET, INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2014, 第 4 作者
（152） LARES: latency-reduced neighbour discovery for contagious diseases prevention, INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 2014, 第 4 作者
（153） VAPA: Vehicle Activity Patterns Analysis based on Automatic Number Plate Recognition System Data, PROCEDIA COMPUTER SCIENCE, 2014, 第 2 作者
（154） Mo-Fi: Discovering Human Presence Activity with Smartphones Using Non-intrusive Wi-Fi Sniffers, 2013 IEEE 15TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS & 2013 IEEE INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING (HPCC_EUC), 2013, 第 4 作者
（155） 基于主成分分析的室内指纹定位模型, 软件学报, 2013, 第 1 作者
（156） Adaptive TDMA slot assignment protocol for vehicular ad-hoc networks, THE JOURNAL OF CHINA UNIVERSITIES OF POSTS AND TELECOMMUNICATIONS, 2013, 第 4 作者
（157） Tradeoff Between Throughput and Energy Consumption in Multirate Wireless Sensor Networks, IEEE SENSORS JOURNAL, 2013, 第 4 作者
（158） 一种抗多径和阴影的视距指纹定位算法, A Line of Sight Fingerprint Localization Algorithm Resisting Multipath and Shadow, 计算机研究与发展, 2013, 第 2 作者
（159） Efficient Deterministic Anchor Deployment for Sensor Network Positioning, INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2013, 第 3 作者
（160） The RSU Access Problem Based on Evolutionary Game Theory for VANET, INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2013, 第 3 作者
（161） Research on pricing game strategy for load-balancing in VANET, THE JOURNAL OF CHINA UNIVERSITIES OF POSTS AND TELECOMMUNICATIONS, 2013, 第 3 作者
（162） Distributed Middleware of Large-Scale Wireless Networks, INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2013, 第 4 作者
（163） Mo-Fi: Discovering Human Presence Activity with Smartphones using Non-intrusive Wi-Fi Monitors, IEEE and Internet of Things (iThings/CPSCom), 2013, 第 1 作者
（164） 传感器网络中基于相关性的协同目标检测算法：, Relativity-based collaborative target detection algorithm in sensor networks, 仪器仪表学报, 2012, 第 2 作者
（165） An energy-efficient link quality monitoring scheme for wireless networks, WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2012, 第 1 作者  通讯作者
（166） 传感器网络中基于局部信号重建的目标计数算法, Target counting algorithm via local signal recovery in sensor networks, 通信学报, 2012, 第 4 作者
（167） YANG Wei-Dong, LI Pan, LIU Yan, ZHU Hong-Song. Adaptive TDMA slot assignment protocol for vehicular Ad-hoc networks, The Journal of China Universities of Posts and Telecommunications, 2012, 第 1 作者
（168） 传感器网络中基于局部信号重建的目标计数算法, Target counting algorithm via local signal recovery in sensor networks, 通信学报, 2012, 第 4 作者
（169） 车载自组织网络中网络连通特效研究, 通信学报, 2012, 第 1 作者
（170） Nonidentical linear pulse-coupled oscillators model with application to time synchronization in wireless sensor networks, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 第 2 作者
（171） 无线网络节点的均匀性度量, A uniformity metric for wireless network nodes, 高技术通讯, 2010, 第 2 作者
（172） 车载容迟网络中一种基于真实轨迹的车辆移动模型, A Vehicular Mobility Model Based on Real Traces for Vehicular Delay Tolerant Networks, 计算机研究与发展, 2010, 第 2 作者
（173） 动态组簇的协同定位算法, Dynamically Clustering Localization Mechanism for Wireless Sensor Networks, 计算机研究与发展, 2009, 第 2 作者
（174） 传感器网络中基于ARQ的多链路转发模型分析, Model Analysis for ARQ Based Multi-Link Forwarding Strategy in WSN, 计算机研究与发展, 2009, 第 1 作者
（175） 基于精细梯度策略的MCFS多链路协同数据转发协议, 软件学报, 2009, 第 1 作者
（176） 基于最小包含圆的无线传感器网络定位算法, Smallest enclosing circle based localization approach for wireless sensor networks, 通信学报, 2008, 第 2 作者
（177） Analysis of forwarding mechanisms on fine-grain gradient sinking model in wsn, JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2008, 第 2 作者
（178） 基于精细化梯度的无线传感器网络汇聚机制及分析, Mechanism and Analysis on Fine-Grain Gradient Sinking Model in Wireless Sensor Networks, 软件学报, 2007, 第 1 作者
（179） CYBERSECURITY, 第 9 作者

（1） 工业系统网络安全, Cybersecurity of Industrial Systems, 中国科学技术大学出版社, 2025-06, 第 1 作者
（2） 无线传感器网络, Wireless Sensor Network, 清华大学出版社, 2005-05, 第 4 作者