Zhen Li

Orcid: 0000-0002-3892-4909

Affiliations:

Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China
University of Chinese Academy of Sciences, School of Cyber Security, Beijing, China

According to our database¹, Zhen Li authored at least 84 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Traffic spills the beans: A robust video identification attack against YouTube.

[BibT_eX]

[DOI]

Comput. Secur., February, 2024

DomEye: Detecting network covert channel of domain fronting with throughput fluctuation.

[BibT_eX]

[DOI]

Comput. Secur., 2024

A blind flow fingerprinting and correlation method against disturbed anonymous traffic based on pattern reconstruction.

[BibT_eX]

[DOI]

Comput. Networks, 2024

Let gambling hide nowhere: Detecting illegal mobile gambling apps via heterogeneous graph-based encrypted traffic analysis.

[BibT_eX]

[DOI]

Comput. Networks, 2024

2023

Few-shot encrypted traffic classification via multi-task representation enhanced meta-learning.

[BibT_eX]

[DOI]

Comput. Networks, June, 2023

Zero-relabelling mobile-app identification over drifted encrypted network traffic.

[BibT_eX]

[DOI]

Comput. Networks, June, 2023

FlowTracker: Improved flow correlation attacks with denoising and contrastive learning.

[BibT_eX]

[DOI]

Comput. Secur., 2023

MENDER: Multi-level Feature Fusion Discovery Framework for Exposed ICS Remote Management Devices in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Trust, 2023

FA-Net: More Accurate Encrypted Network Traffic Classification Based on Burst with Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

FedMP: Robust and Communication-Efficient Federated Multi-Prototype Intrusion Detection Framework in IoT.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Analysing Covertness of Tor Bridge Request.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Multi-Feature Fusion Based Approach for Classifying Encrypted Mobile Application Traffic.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

Covertness Analysis of Snowflake Proxy Request.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

Identifying DoH Tunnel Traffic Using Core Feathers and Machine Learning Method.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

PTC: Prompt-based Continual Encrypted Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

TGC: Transaction Graph Contrast Network for Ethereum Phishing Scam Detection.

[BibT_eX]

[DOI]

Proceedings of the Annual Computer Security Applications Conference, 2023

2022

Privacy protection of China's top websites: A Multi-layer privacy measurement via network behaviours and privacy policies.

[BibT_eX]

[DOI]

Comput. Secur., 2022

Accurate mobile-app fingerprinting using flow-level relationship with graph neural networks.

[BibT_eX]

[DOI]

Comput. Networks, 2022

ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

BSBA: Burst Series Based Approach for Identifying Fake Free-traffic.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

A Two-Stage Method for Fine-Grained DNS Covert Tunnel Behavior Detection.

[BibT_eX]

[DOI]

Proceedings of the Science of Cyber Security - 4th International Conference, 2022

Anomaly Detection in Encrypted Identity Resolution Traffic based on Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

Global-Aware Prototypical Network for Few-Shot Encrypted Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the IFIP Networking Conference, 2022

Research on Novel TLS Protocol Network Traffic Management and Monitoring Method.

[BibT_eX]

[DOI]

Yangyang Guan

Zhen Li

Gang Xiong

Proceedings of the 7th International Conference on Cyber Security and Information Engineering, 2022

MTBD: HTTPS Tunnel Detection Based on Multi-dimension Traffic Behaviors Decision.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

METC-MVAE: Mobile Encrypted Traffic Classification With Masked Variational Autoencoders.

[BibT_eX]

[DOI]

WSNet: A Wrapper-Based Stacking Network for Multi-scenes Classification of DApps.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

Shoot Before You Escape: Dynamic Behavior Monitor of Bitcoin Users via Bi-Temporal Network Analytics.

[BibT_eX]

[DOI]

Proceedings of the Information Security and Privacy - 27th Australasian Conference, 2022

2021

Classifying encrypted traffic using adaptive fingerprints with multi-level attributes.

[BibT_eX]

[DOI]

World Wide Web, 2021

Survey of security supervision on blockchain from the perspective of technology.

[BibT_eX]

[DOI]

J. Inf. Secur. Appl., 2021

SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network.

[BibT_eX]

[DOI]

Proceedings of the 30th USENIX Security Symposium, 2021

Old Habits Die Hard: A Sober Look at TLS Client Certificates in the Real World.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Trust, 2021

LFETT2021: A Large-scale Fine-grained Encrypted Tunnel Traffic Dataset.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Trust, 2021

Towards Multi-source Extension: A Multi-classification Method Based on Sampled NetFlow Records.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Trust, 2021

CQNet: A Clustering-Based Quadruplet Network for Decentralized Application Classification via Encrypted Traffic.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

Combating Imbalance in Network Traffic Classification Using GAN Based Oversampling.

[BibT_eX]

[DOI]

Proceedings of the IFIP Networking Conference, 2021

RecGraph: Graph Recovery Attack using Variational Graph Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Performance, 2021

6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

UMVD-FSL: Unseen Malware Variants Detection Using Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

TA-GAN: GAN based Traffic Augmentation for Imbalanced Network Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Illuminate the Shadow: A Comprehensive Study of TLS Client Certificate Ecosystem in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Telecommunications, 2021

After Everything is Connected: A Client Certificate-Oriented Perspective of IoT Device Security Analysis.

[BibT_eX]

[DOI]

Proceedings of the ICIT 2021: IoT and Smart City, Guangzhou, China, December 22 - 25, 2021, 2021

Accelerating Robot Reinforcement Learning with Samples of Different Simulation Precision.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

TunnelScanner: A Novel Approach For Tunnel Mixed Traffic Classification Using Machine Learning.

[BibT_eX]

[DOI]

GMAF: A Novel Gradient-Based Model with ArcFace for Network Traffic Classification.

[BibT_eX]

[DOI]

Large-Scale Measurement of Encrypted TLS Server Name Indication (ESNI): How Far Have We Come?

[BibT_eX]

[DOI]

MEMG: Mobile Encrypted Traffic Classification With Markov Chains and Graph Neural Network.

[BibT_eX]

[DOI]

EthSniffer: A Global Passive Perspective on Ethereum.

[BibT_eX]

[DOI]

Proceedings of the Blockchain and Trustworthy Systems - Third International Conference, 2021

Multi-scene Classification of Blockchain Encrypted Traffic.

[BibT_eX]

[DOI]

Proceedings of the Blockchain and Trustworthy Systems - Third International Conference, 2021

BAPM: Block Attention Profiling Model for Multi-tab Website Fingerprinting Attacks on Tor.

[BibT_eX]

[DOI]

Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

2020

A Survey of Key Technologies for Constructing Network Covert Channel.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2020

NSA-Net: A NetFlow Sequence Attention Network for Virtual Private Network Traffic Detection.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Identifying DApps and User Behaviors on Ethereum via Encrypted Traffic.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Communication Networks, 2020

TransNet: Unseen Malware Variants Detection Using Deep Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Communication Networks, 2020

MalFinder: An Ensemble Learning-based Framework For Malicious Traffic Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2020

ResTor: A Pre-Processing Model for Removing the Noise Pattern in Flow Correlation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2020

Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2020

JumpEstimate: a Novel Black-box Countermeasure to Website Fingerprint Attack Based on Decision-boundary Confusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2020

FLAGB: Focal Loss based Adaptive Gradient Boosting for Imbalanced Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Joint Analysis of Port and Protocol via Endpoint Measurement: An Empirical Study.

[BibT_eX]

[DOI]

Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

2019

Bridging Terrestrial Water Storage Anomaly During GRACE/GRACE-FO Gap Using SSA Method: A Case Study in China.

[BibT_eX]

[DOI]

Sensors, 2019

Malicious Domain Detection via Domain Relationship and Graph Models.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

FS-Net: A Flow Sequence Network For Encrypted Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Vision Information and Laser Module Based UAV Target Tracking.

[BibT_eX]

[DOI]

Proceedings of the IECON 2019, 2019

DLchain: A Covert Channel over Blockchain Based on Dynamic Labels.

[BibT_eX]

[DOI]

Proceedings of the Information and Communications Security - 21st International Conference, 2019

Machine Learning Based CloudBot Detection Using Multi-Layer Traffic Statistics.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Deep Forest with LRRS Feature for Fine-grained Website Fingerprinting with Encrypted SSL/TLS.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

LaFFT: Length-Aware FFT Based Fingerprinting for Encrypted Network Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

SSL/TLS Security Exploration Through X.509 Certificate's Life Cycle Measurement.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

Old Habits Die Hard: Fingerprinting Websites on the Cloud.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2018, 2018

TLS/SSL Encrypted Traffic Classification with Autoencoder and Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

An Overview of Blockchain Security Analysis.

[BibT_eX]

[DOI]

Proceedings of the Cyber Security - 15th International Annual Conference, 2018

2017

A network attack forensic platform against HTTP evasive behavior.

[BibT_eX]