machinelearningzuu / Network-Traffic-Classification
Deep Learning model for analysis and identify the application for given Teletraffic pattern. 1D convolution and FFN models using for this task
☆18Updated 3 years ago
Alternatives and similar repositories for Network-Traffic-Classification:
Users that are interested in Network-Traffic-Classification are comparing it to the libraries listed below
- The use of machine learning to classify network traffic☆37Updated 4 years ago
- using 2d-cnn to classify network traffic☆20Updated 4 years ago
- Classifying network traffic using machine learning approach☆22Updated 4 years ago
- Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))☆29Updated 4 years ago
- Encrypted Network Traffic Classification using Deep Learning☆52Updated 11 months ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆81Updated last year
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- Encrypted traffic classification use CNN☆33Updated 4 years ago
- ☆36Updated 3 years ago
- ☆57Updated 2 years ago
- code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"☆27Updated 7 months ago
- Multitask Learning Approach for Network Traffic Classification☆55Updated 5 years ago
- Encrypted Traffic classification☆17Updated 5 years ago
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 4 years ago
- ☆16Updated 7 months ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆36Updated 3 years ago
- ☆15Updated last year
- This project aims to detect Intrusions with a network using deep learning. The network traffic data is converted to multi channel RGB ima…☆11Updated 3 years ago
- A PyTorch implementation of of Anomal-E.☆31Updated 2 years ago
- In this work different types of network traffic such as: email, chat, browsing etc were classified using time related features. The main …☆12Updated 4 years ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆36Updated 8 months ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆44Updated 8 months ago
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆15Updated 2 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☆85Updated 2 years ago
- Deep learning models for network intrusion detection☆34Updated last year
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆78Updated 2 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆12Updated last year
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆88Updated 4 years ago
- WWW'23 Research Paper: TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆75Updated last month
- Encrypted Traffic Classification using Deep Learning☆46Updated 6 years ago