traffic-classification

There are 9 repositories under traffic-classification topic.

nfstream
nfstream / nfstream
NFStream: a Flexible Network Data Analysis Framework.
artificial-intelligence cybersecurity data-analysis data-mining data-science dataset-generation deep-packet-inspection machine-learning ndpi netflow network-analysis network-monitoring network-security packet-analyser packet-capture pcap python traffic-analysis traffic-classification
Language:Python 1048
echowei / DeepTraffic
Deep Learning models for network traffic classification
deep-learning cnn-model lstm-model malware-analysis encrypted-traffic traffic-analysis traffic-classification
Language:Python 650
yungshenglu / USTC-TK2016
Toolkit for processing PCAP file and transform into image of MNIST dataset
traffic-classification ustc-tk2016
Language:Python 189
munhouiani / Deep-Packet
Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning
cnn deep-learning pytorch pytorch-lightning traffic-classification
Language:Jupyter Notebook 170
PrivPkt / PrivPkt
Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)
differential-privacy federated-learning encrypted-traffic traffic-classification neural-network collaborative-learning membership-inference-attack
Language:Python 111
pritom007 / Network-Traffic-Classification
network network-traffic-classification network-analysis software-defined-network traffic-classification machine-learning knn-classification random-forest decision-trees network-monitoring docker-container dataset
Language:Jupyter Notebook 35
BeStrongok / Malicious-Traffic-Classification
Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.
traffic-classification deep-learning tensorflow2 malicious-traffic
Language:Jupyter Notebook 28
lulu-cloud / TrafficClassificationPandemonium
一个流量分类的封装框架
encrypted-traffic-classification traffic-analysis traffic-classification
Language:Python 20
tcbenchstack / tcbench
tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.
computer-networks deep-learning traffic-classification machine-learning
Language:Jupyter Notebook 17
manhminno / Traffic-Classify
Using SIFT features, BOW, model: SVM
traffic-classification sift-features svm-classifier
Language:Python 16
drnpkr / flowRecorder
flowRecorder - a network traffic flow feature measurement tool
network-monitoring flow-features ip-flow traffic-classification
Language:Python 15
cesnet-datazoo
CESNET / cesnet-datazoo
CESNET DataZoo: A toolset for large network traffic datasets
computer-networks deep-learning encrypted-traffic machine-learning traffic-classification datasets
Language:Python 13
OrangeUW / AutoML4ETC
AutoML4ETC, a tool to automatically design efficient and high-performing neural architectures for encrypted traffic classification.
automl deep-learning nas neural-architecture-search traffic-classification
Language:Python 8
CESNET / cesnet-models
CESNET Models: Neural networks for network traffic classification
computer-networks deep-learning encrypted-traffic machine-learning traffic-classification
Language:Python 7
CESNET / cesnet-tcexamples
Jupyter notebooks with traffic classification examples using CESNET DataZoo and CESNET Models packages
computer-networks deep-learning encrypted-traffic machine-learning traffic-classification
Language:Jupyter Notebook 6
traffic-image-classifier
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.
cnn cnn-classification cnn-keras cnn-model data-analysis data-science data-visualization fastapi keras keras-tensorflow python python-3 python3 react reactjs tensorflow traffic traffic-classification transfer-learning
Language:JavaScript 4
dane-tool / dane
🐳📡🐶 Generate network communication data for target tasks in diverse network conditions.
network-emulation netem tc docker representative-data isp data-collection network-traffic network-traffic-classification dataset-generation data-automation traffic-classification pcap packet-capture network-traffic-datasets
Language:Python 4
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.
cnn-classification cnn-model deep-learning network-analysis paper pytorch traffic-classification
Language:Python 3
LoSgu8 / Network-Measurements-Lab
Network Measurement Lab course homeworks - 2021/2022
machine-learning network-measurement network-measures traceroute-measurements traffic-classification
Language:Jupyter Notebook 2
afgambin / traffic-classification-dl
Mobile Traffic Classification using Deep Learning
cnn-classification data-analysis-python deep-learning lstm-neural-networks python traffic-classification
Language:Jupyter Notebook 1
afgambin / traffic-fingerprinting-autoencoder
Traffic Fingerprinting using Autoencoders
autoencoder deep-learning python seq2seq traffic-classification
Language:Python 0
nightflyza / OphanimFlow
NetFlow aggregation and graph toolkit
ipfix netflow netflow-collector netflow-v5 netflow-v9 traffic-analysis traffic-classification traffic-counter traffic-graphs traffic-monitoring
Language:CSS 0
WangXinYu2037 / network_traffic_classifier
This is a beginner's coursework about Net traffic classification using ML
beginner ml traffic-classification
Language:Python 0
JiaChangGit / pcap_analysis
pcap file analysis, only deal with ipV4
pcap-analyzer sketch traffic-classification
Language:C++
micaelCZ / Encrypted-Traffic-Classification-with-Deep-Learning
A repository with models for encrypted traffic classification.
cnn traffic-classification
Language:Jupyter Notebook