krzysiekniburski / Network-Traffic-ClassificationView external linksLinks
The use of machine learning to classify network traffic
☆40Aug 28, 2020Updated 5 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
Sorting:
- ☆40Dec 10, 2021Updated 4 years ago
- Deep Learning model for analysis and identify the application for given Teletraffic pattern. 1D convolution and FFN models using for this…☆19May 30, 2021Updated 4 years ago
- Classifying network traffic using machine learning approach☆24Jul 5, 2020Updated 5 years ago
- using deep learning to classify the encrypted network traffic☆169Dec 16, 2020Updated 5 years ago
- 收集了部分将机器学习应用于网络流量分类的论文☆175Jul 5, 2020Updated 5 years ago
- Using the 1998 DARPA Intrusion Detection Evaluation dataset I configured a Random Forest model for anomaly detection☆14Feb 15, 2019Updated 7 years ago
- Encrypted Traffic classification☆17Jan 5, 2020Updated 6 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆94Jan 2, 2024Updated 2 years ago
- Traffic Classification using Logistic Regression and K-Means Clustering.☆30Jun 19, 2020Updated 5 years ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆40Jun 27, 2024Updated last year
- 《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☆75Jun 28, 2021Updated 4 years ago
- In this work different types of network traffic such as: email, chat, browsing etc were classified using time related features. The main …☆12Mar 14, 2020Updated 5 years ago
- Network traffic classifier based on machine learning algorithms☆48Jul 16, 2022Updated 3 years ago
- heiFIP: A tool to convert network traffic into images for ML use cases☆29Jun 12, 2025Updated 8 months ago
- ☆58Dec 8, 2022Updated 3 years ago
- Botnet detection on IoT Devices☆30Mar 7, 2021Updated 4 years ago
- Extracting data and analyzing the network traffic flow☆13Jul 19, 2018Updated 7 years ago
- Encrypted traffic classification use CNN☆35Dec 7, 2020Updated 5 years ago
- Networking IDS , network traffic classification with ML. Final Project for ECE-417.☆14Jan 21, 2020Updated 6 years ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆100Jun 25, 2022Updated 3 years ago
- A tool for deriving statistical features from PCAP data☆13Nov 21, 2019Updated 6 years ago
- Sway: Traffic-Aware QoS Routing in Software-Defined IoT☆16Dec 10, 2018Updated 7 years ago
- Software Defined Network traffic classification☆21May 29, 2021Updated 4 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆48Aug 10, 2020Updated 5 years ago
- ☆21May 17, 2020Updated 5 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
- Intrusion Detection Systems (IDSs) and Intrusion Prevention Systems (IPSs) are the most important defense tools against the sophisticated…☆23Oct 16, 2020Updated 5 years ago
- cool project☆20Jan 18, 2021Updated 5 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆32Apr 8, 2022Updated 3 years ago
- This repository describes the demonstration of encrypted network traffic classification in SDN environment. A testbed is created using Mi…☆24Nov 17, 2022Updated 3 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port and…☆24Nov 30, 2018Updated 7 years ago
- ☆26Jul 6, 2023Updated 2 years ago
- Deep Learning models for network traffic classification☆758Jan 30, 2026Updated 2 weeks ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆27Sep 25, 2020Updated 5 years ago
- Machine Learning Based - Intrusion Detection System☆32Jun 21, 2022Updated 3 years ago
- Machine Learning Based Botnet Detection is a tool to classify network traffic as being botnet affected or not based on the network traffi…☆67Oct 15, 2020Updated 5 years ago
- CSE-CIC-IDS-2018 analyze with Random Forest☆30Apr 4, 2021Updated 4 years ago
- ☆18Jul 17, 2025Updated 6 months ago
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆10Oct 23, 2021Updated 4 years ago