Deep Learning models for network traffic classification
☆768Jan 30, 2026Updated 3 months ago
Alternatives and similar repositories for DeepTraffic
Users that are interested in DeepTraffic are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆262Jan 4, 2024Updated 2 years ago
- using deep learning to classify the encrypted network traffic☆172Dec 16, 2020Updated 5 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆251Mar 1, 2023Updated 3 years ago
- 收集了部分将机器学习应用于网络流量分类的论文☆174Jul 5, 2020Updated 5 years ago
- Traffic dataset USTC-TFC2016☆174Jun 21, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆58Dec 8, 2022Updated 3 years ago
- This repository contains the code used and developed during a master thesis at DTU Compute in 2018☆43Jun 23, 2018Updated 7 years ago
- The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference …☆640Nov 6, 2025Updated 6 months ago
- Encrypted Traffic Classification using Deep Learning☆50Mar 27, 2026Updated last month
- 从pcap获取流的基本信息工具☆232Jul 31, 2023Updated 2 years ago
- 网络流量分类对比方法汇总☆209May 17, 2025Updated last year
- using 2d-cnn to classify network traffic☆21Apr 10, 2020Updated 6 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆42Jul 17, 2020Updated 5 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆50Aug 10, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆96Jan 2, 2024Updated 2 years ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆102Jun 25, 2022Updated 3 years ago
- Encrypted traffic classification use CNN☆34Dec 7, 2020Updated 5 years ago
- Extract network flow features from PCAP files for machine learning and network analysis☆92Nov 24, 2025Updated 5 months ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆40Jun 27, 2024Updated last year
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆122Jul 9, 2020Updated 5 years ago
- A simple, cross-platform utility to classify packets into flows using only the essential 4-tuple.☆177Aug 12, 2025Updated 9 months ago
- CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is an Ethernet traffic Bi-flow generator and analyzer for anomaly detection that has …☆697Dec 4, 2023Updated 2 years ago
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆35Apr 29, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Encrypted Traffic classification☆17Jan 5, 2020Updated 6 years ago
- Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆130May 1, 2023Updated 3 years ago
- Encrypted Network Traffic Classification using Deep Learning☆59Apr 3, 2024Updated 2 years ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆42Aug 10, 2021Updated 4 years ago
- 《基于卷积神经网络（CNN）的网络流量分类》优秀本科毕设相关文档☆76Jun 28, 2021Updated 4 years ago
- Classifying network traffic using machine learning approach☆25Jul 5, 2020Updated 5 years ago
- Materials about Encrypted Traffic Analysis☆364Updated this week
- ☆20Jul 10, 2024Updated last year
- Original implementation of FlowPrint as in the NDSS '20 paper☆133Feb 8, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- cool project☆20Jan 18, 2021Updated 5 years ago
- Code and dataset for AppScanner☆32Jul 3, 2017Updated 8 years ago
- The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper☆198Mar 25, 2023Updated 3 years ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆134Jan 8, 2025Updated last year
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆147Apr 29, 2024Updated 2 years ago
- 🛜→🖼️ Replication of the model set forth in "FlowPic: Encrypted Internet Traffic Classification is as Easy as Image Recognition" by Tal …☆15Dec 5, 2020Updated 5 years ago
- Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))☆37Sep 21, 2020Updated 5 years ago