发表论文
(1) BAPM:Block Attention Profiling Model for Multi tab Website Fingerprinting Attacks on Tor, ACSAC, 2021, 第 2 作者(2) TMT-RF: Tunnel Mixed Traffic Classification Based on Random Forest, SecureComm, 2021, 通讯作者(3) CQNet: A clustering-based quadruplet network for Decentralized Application classification via encrypted traffic, ECML-PKDD, 2021, 第 2 作者(4) Combating Imbalance in Network Traffic Classification Using GAN Based Oversampling(Best Paper), Networking, 2021, 第 2 作者(5) Let Imbalance Have Nowhere to Hide: Class-Sensitive Feature Extraction for Imbalanced Traffic Classification, IJCNN, 2021, 第 3 作者(6) TA-GAN:GAN based Traffic Augmentation for Imbalanced Network Traffic Classification, IJCNN, 2021, 第 2 作者(7) UMVD-FSL:Unseen Malware Variants Detection Using Few-Shot Learning, IJCNN, 2021, 第 5 作者(8) Survey of security supervision on Blockchain from the Perspective of Technology, JISA, 2021, 通讯作者(9) 6GAN:IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning, INFOCOM, 2021, 第 3 作者(10) SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network, USENIX Security, 2021, 第 3 作者(11) FLAGB: Focal Loss based Adaptive Gradient Boosting for Imbalanced Traffic Classification, IJCNN, 2020, 第 4 作者(12) Joint Analysis of Port and Protocol via Endpoint Measurement: An Empirical Study, APNOMS, 2020, 通讯作者(13) WF-GAN: Fighting Back Against Website Fingerprinting Attack Using Adversarial Learning, ISCC, 2020, 通讯作者(14) TransNet: Unseen Malware Variants Detection Using Deep Transfer Learning(Best Paper), SecureComm, 2020, 第 4 作者(15) MalFinder: An Ensemble Learning-based Framework For Malicious Traffic Detection, ISCC, 2020, 通讯作者(16) PST: a More Practical Adversarial Learning-based Defense Against Website Fingerprinting, GLOBECOM, 2020, 第 5 作者(17) JumpEstimate: a Novel Black-box Countermeasure to Website Fingerprint Attack Based on Decision-boundary Confusion, ISCC, 2020, 通讯作者(18) Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery, ISCC, 2020, 第 6 作者(19) ResTor: A Pre-Processing Model for Removing the Noise Pattern in Flow Correlation, ISCC, 2020, 第 2 作者(20) 6GCVAE: Gated Convolutional Variational Autoencoder for IPv6 Target Generation, PAKDD, 2020, 第 3 作者(21) 6VecLM: Language Modeling in Vector Space for IPv6 Target Generation, ECML-PKDD, 2020, 通讯作者(22) Identifying DApps and User Behaviors on Ethereum via Encrypted Traffic, SecureComm, 2020, 通讯作者(23) NSA-Net: A NetFlow Sequence Attention Network for Virtual Private Network Traffic Detection, WISE, 2020, 第 5 作者(24) A Survey of Key Technologies for Constructing Network Covert Channel, Security and Communication Networks, 2020, 第 2 作者(25) MTLH: Video QoE Monitoring for Encrypted Traffic via Multi-Task Learning with Hierarchy, HPCC, 2020, 第 2 作者(26) Towards Aggregated Features: A Novel Proxy Detection Method Using NetFlow Data, HPCC, 2020, 第 6 作者(27) Deep Forest with LRRS Feature for Fine-grained Website Fingerprinting with Encrypted SSL/TLS, CIKM, 2019, 第 3 作者(28) Machine Learning Based CloudBot Detection Using Multi-layer Traffic Statistics, HPCC, 2019, 第 5 作者(29) An Analysis of Anomalous User Agent Strings in Network Traffic, HPCC, 2019, 第 3 作者(30) Inferring Behaviors via Encrypted Video Surveillance Traffic by Machine Learning, HPCC, 2019, 第 5 作者(31) User Behavior Classification in Encrypted Cloud Camera Traffic, GLOBECOM, 2019, 通讯作者(32) Identify OS from encrypted traffic with TCP/IP stack fingerprinting, IPCCC, 2019, 第 5 作者(33) Malicious Domain Detection via Domain Relationship and Graph Models, IPCCC, 2019, 第 6 作者(34) FS-Net: A Flow Sequence Network For Encrypted Traffic Classification, International Conference on Computer Communications (INFOCOM), 2019, 第 3 作者(35) I Know What You Are Doing With Remote Desktop, IPCCC, 2019, 第 4 作者(36) A Comprehensive Study of Accelerating IPv6 Deployment, IPCCC, 2019, 第 5 作者(37) MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints, IWQoS, 2018, 第 3 作者(38) LaFFT: Length-Aware FFT Based Fingerprinting for Encrypted Network Traffic Classification, ISCC, 2018, 第 4 作者(39) CSTeller:Client Or Server Is a Question, ICTIS, 2018, 第 4 作者(40) A Novel Website Fingerprinting Method For Malicious Websites Detection, ICTIS, 2018, 第 5 作者(41) How to reverse engineer ICS protocols using Pair-HMM, ICTIS, 2018, 第 7 作者(42) Old Habits Die Hard: Fingerprinting Websites On The Cloud, ICCS, 2018, 第 5 作者(43) Classifying User Activities in the Encrypted WeChat Traffic, IPCCC, 2018, 第 5 作者(44) TLS/SSL Encrypted Traffic Classification with Autoencoder and Convolutional Neural Network, HPCC, 2018, 第 5 作者(45) Learning Robust Low-Rank Approximation for Crowdsourcing on Riemannian Manifold, ICCS, 2017, 第 5 作者(46) Video face recognition through multi-scale and optimization of margin distributions, ICCS, 2017, 第 3 作者(47) Identifying Malware with HTTP Content Type Inconsistency via Header-Payload Comparison, IEEE International Performance Computing and Communications Conference, 2017, 第 5 作者(48) Metric Learning With Statistical Features For Network Traffic Classification, IEEE International Performance Computing and Communications Conference, 2017, 通讯作者(49) Design for Network File Forensics System based on Approximate Matching, The 11th International Conference on Multimedia and Ubiquitous Engineering, 2017, 通讯作者(50) Identifying Gambling and Porn Websites with Image Recognition, Pacific-Rim Conference on Multimedia, 2017, 第 3 作者(51) Image-set based collaborative representation for face recognition in videos, Pacific-Rim Conference on Multimedia, 2017, 第 3 作者(52) Real Time Network File Similarity Detection Based on Approximate Matching, International Workshop on Traffic Measurements for Cybersecurity, 2017, 通讯作者(53) Auto-identification of Background Traffic Based on Autonomous Periodic Interaction, IEEE International Performance Computing and Communications Conference, 2017, 通讯作者(54) Learning Deep Semantic Embeddings for Cross-Modal Retrieval, ACML, 2017, 第 5 作者(55) 一种面向网络环境的SQL注入行为检测方法, 通信学报, 2016, 通讯作者(56) Discovering abnormal behaviors via HTTP header fields measurement, Concurrency & Computation Practice & Experience, 2016, 第 3 作者(57) Design for Network Attack Forensic System based on HTTP Evasive behavior, MUE, 2016, 第 3 作者(58) A network attack forensic platform against HTTP evasive behavior, TJSC, 2016, 通讯作者(59) A Measurement and Security Analysis of SSL/TLS Deployment in Mobile Applications, ChinaCom, 2016, 第 4 作者(60) Riemannian Optimization with Subspace Tracking for Low-rank Recovery, IJCNN, 2016, 第 5 作者(61) MimicHunter: A General Passive Network Protocol Mimicry Detection Framework, TrustCom, 2015, 通讯作者(62) Discover Abnormal Behaviors Using HTTP Header Fields Measurement, In Proceedings of Applications and Techniques in Information Security, ATISA, 2015, 通讯作者(63) HybridFA: 一种基于统计的AC自动机空间优化技术, 通信学报, 2015, 第 1 作者(64) Detect the Reflection Amplification Attack Based on UDP Protocol, ChinaCom, 2015, 第 2 作者(65) 基于X.509证书测量的隐私泄露分析, X.509 Certificate Measurement Based Privacy Analysis, 计算机学报, 2014, 通讯作者(66) Real-Time Detection of Encrypted Thunder Traffic Based on Trustworthy Behavior Association, In proceedings of Trustworthy Computing and Services (ISCTCS), 2014, 第 1 作者(67) 图数据表示与压缩技术综述, 软件学报, 2014, 第 2 作者(68) Two-phased Method for Detecting Evasive Network Attack Channels, China Communications, 2014, 通讯作者(69) 基于主机行为关联的加密P2P流量实时分类方法, Real-time Classification for Encrypted P2P Traffic Based on Host Behavior Association, 《高技术通讯》(中文版), 2013, 第 1 作者(70) An Identification Method Based on SSL Extension, In proceedings of 16th International Symposium on Research in Attacks, Intrusions, and Defenses (RAID), 2013, 通讯作者