OpenAirInterface configs and tools for

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

The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.

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Computer network traffic classification based on feature vectors using machine learning methods

Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification

A cloud-native 5G Network based on OAI platform, fully deployed on Kubernetes, enhanced with AI Unit to forecast the interactions between end-users and applications, and to improve the Quality of E…

CNN-Bidirectional LSTM network to forecast long term traffic flow in Madrid.

Deep Learning models for network traffic classification

DeepSlice: A Deep Learning Approach towards an Efficient and Reliable Network Slicing in 5G Networks

5G NR Throughput Dataset, 6G Dataset, Wireless Network Dataset

EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification

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This project is about the classification of the Network Traffics using ML in which we have classified different Applications. Like Instagrams, Facebook, Email etc. And the dataset that we have used…

An Algorithm for making handoff decisions in a sliced 5G network

using deep learning to classify the encrypted network traffic

The use of machine learning to classify network traffic

using 2d-cnn to classify network traffic

Mobile Traffic Prediction using Deep Learning models

dual connect

Multitask Learning Approach for Network Traffic Classification