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
☆17Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Network-Traffic-Classification
- The use of machine learning to classify network traffic☆38Updated 4 years ago
- using 2d-cnn to classify network traffic☆20Updated 4 years ago
- Encrypted traffic classification use CNN☆33Updated 3 years ago
- Encrypted Network Traffic Classification using Deep Learning☆51Updated 7 months ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆38Updated 4 months ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆76Updated 10 months ago
- Classifying network traffic using machine learning approach☆20Updated 4 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- Multitask Learning Approach for Network Traffic Classification☆53Updated 5 years ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆32Updated 3 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆82Updated 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
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆74Updated 2 years ago
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 4 years ago
- using deep learning to classify the encrypted network traffic☆144Updated 3 years ago
- ☆56Updated last year
- Extracting data and analyzing the network traffic flow☆12Updated 6 years ago
- In this work different types of network traffic such as: email, chat, browsing etc were classified using time related features. The main …☆11Updated 4 years 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☆78Updated 2 years ago
- ☆37Updated 2 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆25Updated 4 years ago
- Encrypted Traffic classification☆17Updated 4 years ago
- code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"☆25Updated 4 months ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆23Updated 4 years ago
- 网络流量分类对比方法汇总☆144Updated last year
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆198Updated last year
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆31Updated 5 years ago
- Encrypted Traffic Classification using Deep Learning☆47Updated 6 years ago
- Implementation of AppScanner☆40Updated 2 years ago
- ☆22Updated 3 weeks ago