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]

Wei Cai

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

TMT-RF: Tunnel Mixed Traffic Classification Based on Random Forest.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Communication Networks, 2021

Multi-granularity Mobile Encrypted Traffic Classification Based on Fusion Features.

[BibT_eX]

[DOI]

Proceedings of the Science of Cyber Security - Third International Conference, 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

A Study on Security Analysis of the Unlinkability in Tor.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE Military Communications Conference, 2021

RecGraph: Graph Recovery Attack using Variational Graph Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Performance, 2021

Universal Perturbation for Flow Correlation Attack on Tor.

[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

GAP-WF: Graph Attention Pooling Network for Fine-grained SSL/TLS Website Fingerprinting.

[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

Let Imbalance Have Nowhere to Hide: Class-Sensitive Feature Extraction for Imbalanced Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

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

[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

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

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

6VecLM: Language Modeling in Vector Space for IPv6 Target Generation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

6GCVAE: Gated Convolutional Variational Autoencoder for IPv6 Target Generation.

[BibT_eX]

[DOI]

Tianyu Cui

Gaopeng Gou

Gang Xiong

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2020

WF-GAN: Fighting Back Against Website Fingerprinting Attack Using Adversarial Learning.

[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

An Quick Available-Bandwidth Measurement Method Based on Link Delay Growth Rate.

[BibT_eX]

[DOI]

Proceedings of the ICCBN 2020: 8th International Conference on Communications and Broadband Networking, 2020

MTLH: Video QoE Monitoring for Encrypted Traffic via Multi-Task Learning with Hierarchy.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Towards Aggregated Features: A Novel Proxy Detection Method Using NetFlow Data.

[BibT_eX]

[DOI]

PST: a More Practical Adversarial Learning-based Defense Against Website Fingerprinting.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

Mining the Characteristics of the Ethereum P2P Network.

[BibT_eX]

[DOI]

Proceedings of the BSCI '20: Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure, 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

An Empirical Analysis of Plugin-Based Tor Traffic over SSH Tunnel.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Military Communications Conference, 2019

I Know What You Are Doing With Remote Desktop.

[BibT_eX]

[DOI]

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

Identify OS from encrypted traffic with TCP/IP stack fingerprinting.

[BibT_eX]

[DOI]

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

A Comprehensive Study of Accelerating IPv6 Deployment.

[BibT_eX]

[DOI]

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

An Analysis of Anomalous User Agent Strings in Network Traffic.

[BibT_eX]

[DOI]

Jie Chen

Gaopeng Gou

Gang Xiong

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

A Multi-View Deep Learning Model for Encrypted Website Service Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 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

2017

Discovering abnormal behaviors via HTTP header fields measurement.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2017

Identifying Gambling and Porn Websites with Image Recognition.

[BibT_eX]

[DOI]