nightflyza/OphanimFlow

OphanimFlow is a NetFlow aggregation and graphing toolkit that collects, classifies, and visualizes traffic data for each host in specified networks, providing detailed bandwidth usage and traffic accounting.

Language: CSS - Size: 9.02 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2 - Forks: 1

nfstream/nfstream

NFStream: a Flexible Network Data Analysis Framework.

Language: Python - Size: 115 MB - Last synced at: 6 days ago - Pushed at: 9 months ago - Stars: 1,137 - Forks: 133

tcbenchstack/tcbench

tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 24 - Forks: 3

fbsdetector/fbsdetector-codes

This repository contains code of the paper "Gotta Detect ’Em All: Fake Base Station and Multi-Step Attack Detection in Cellular Networks" for detecting Fake Base Stations (FBS) and Multi-Step Attacks (MSAs) from cellular network traces in the User Equipment (UE).

Language: Python - Size: 1.68 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

davidyslu/USTC-TK2016

Toolkit for processing PCAP file and transform into image of MNIST dataset

Language: Python - Size: 214 KB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 234 - Forks: 64

pritom007/Network-Traffic-Classification

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: 24 days ago - Pushed at: over 3 years ago - Stars: 38 - Forks: 10

CESNET/cesnet-datazoo

CESNET DataZoo: A toolset for large network traffic datasets

Language: Python - Size: 1.09 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 22 - Forks: 1

CESNET/cesnet-models

CESNET Models: Neural networks for network traffic classification

Language: Python - Size: 1.07 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 11 - Forks: 2

ProjectNeura/A-Deep-Learning-Model-for-Accurate-and-Robust-Internet-Traffic-Classification

In this paper, we proposed a deep learning model which achieves progress compared to LeNet-5 in the stability of Internet traffic classification.

Language: Python - Size: 177 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 7 - Forks: 0

CESNET/cesnet-tcexamples

Jupyter notebooks with traffic classification examples using CESNET DataZoo and CESNET Models packages

Language: Jupyter Notebook - Size: 193 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 7 - Forks: 0

drnpkr/flowRecorder

flowRecorder - a network traffic flow feature measurement tool

Language: Python - Size: 429 KB - Last synced at: 13 days ago - Pushed at: over 6 years ago - Stars: 21 - Forks: 9

wangtz19/NetMamba

Efficient Network Traffic Classification via Pre-training Unidirectional Mamba

Language: Python - Size: 1.22 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 63 - Forks: 5

echowei/DeepTraffic

Deep Learning models for network traffic classification

Language: Python - Size: 911 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 677 - Forks: 297

lulu-cloud/TrafficClassificationPandemonium

一个流量分类的封装框架

Language: Python - Size: 28.7 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 29 - Forks: 6

JiaChangGit/pcap_analysis

pcap file analysis, only deal with ipV4

Language: C++ - Size: 28 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

afgambin/traffic-fingerprinting-autoencoder

Traffic Fingerprinting using Autoencoders

Language: Python - Size: 9.77 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

afgambin/traffic-classification-dl

Mobile Traffic Classification using Deep Learning

Language: Jupyter Notebook - Size: 1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

OrangeUW/AutoML4ETC

AutoML4ETC, a tool to automatically design efficient and high-performing neural architectures for encrypted traffic classification.

Language: Python - Size: 83.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

abhash-rai/traffic-image-classifier

A web-based solution utilizing a robust tensorflow model for precise traffic condition classification made in ReactJs and FastAPI for backend.

Language: JavaScript - Size: 10.6 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

munhouiani/Deep-Packet

Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning

Language: Jupyter Notebook - Size: 2.8 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 139 - Forks: 46

manhminno/Traffic-Classify

Using SIFT features, BOW, model: SVM

Language: Python - Size: 31.1 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 3

WangXinYu2037/network_traffic_classifier

This is a beginner's coursework about Net traffic classification using ML

Language: Python - Size: 23.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

micaelCZ/Encrypted-Traffic-Classification-with-Deep-Learning

A repository with models for encrypted traffic classification.

Language: Jupyter Notebook - Size: 4.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

jgroen/traffic_gen

O-RAN Traffic Classifier

Language: Jupyter Notebook - Size: 236 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

BeStrongok/Malicious-Traffic-Classification

Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.

Language: Jupyter Notebook - Size: 249 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 21 - Forks: 5

LoSgu8/Network-Measurements-Lab

Network Measurement Lab course homeworks - 2021/2022

Language: Jupyter Notebook - Size: 1.13 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

PrivPkt/PrivPkt

Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)

Language: Python - Size: 488 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 82 - Forks: 15

dane-tool/dane

Generate network communication data for target tasks in diverse network conditions.

Language: Python - Size: 1.44 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 2