mydre / wang-wei-s-researchLinks
Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))
☆35Updated 5 years ago
Alternatives and similar repositories for wang-wei-s-research
Users that are interested in wang-wei-s-research are comparing it to the libraries listed below
Sorting:
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆92Updated last year
- 论文Encrypted Traffic Classification with One-dimensional Convolution Neural Networks的torch实现☆41Updated 2 years ago
- using 2d-cnn to classify network traffic☆21Updated 5 years ago
- using deep learning to classify the encrypted network traffic☆167Updated 4 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆47Updated 5 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆237Updated 2 years ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆39Updated last year
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆22Updated 9 months ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆18Updated 2 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆245Updated last year
- Encrypted traffic classification use CNN☆35Updated 4 years ago
- Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.☆37Updated last year
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆107Updated 5 years ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆94Updated 3 years ago
- Traffic dataset USTC-TFC2016☆147Updated 6 years ago
- ☆58Updated 2 years ago
- 收集了部分将机器学习应用于网络流量分类的论文☆171Updated 5 years ago
- 网络流量分类对比方法汇总☆195Updated 5 months ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆57Updated 2 years ago
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆20Updated 5 years ago
- ☆72Updated 10 months ago
- 多进程读取pcap，基于五元组分流并提取流量特征。结果输出为csv文件，用于机器学习中对加密流量进行分类☆92Updated 3 years ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆42Updated 4 years ago
- This repository consists of python codes that performs attack classification based on the KDD and CIDDS dataset using CNN, LSTM-RNN and H…☆23Updated 2 years ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆102Updated 9 months ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆74Updated 5 years ago
- ☆28Updated 2 years ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆49Updated last year
- Replication files for arXiv:1803.10769 Network Traffic Anomaly Detection Using Recurrent Neural Networks☆24Updated 6 years ago
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆116Updated last year