krzysiekniburski / Network-Traffic-Classification
The use of machine learning to classify network traffic
☆38Updated 4 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
- Encrypted traffic classification use CNN☆33Updated 4 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆82Updated last year
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆36Updated 7 months ago
- using 2d-cnn to classify network traffic☆20Updated 4 years ago
- Classifying network traffic using machine learning approach☆20Updated 4 years ago
- Encrypted Network Traffic Classification using Deep Learning☆51Updated 9 months ago
- ☆57Updated 2 years ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆35Updated 3 years ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆76Updated 2 years ago
- ☆36Updated 3 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- 多进程读取pcap,基于五元组分流并提取流量特征。结果输出为csv文件,用于机器学习中对加密流量进行分类☆84Updated 2 years ago
- 网络流量分类对比方法汇总☆153Updated last year
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 4 years ago
- using deep learning to classify the encrypted network traffic☆148Updated 4 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆42Updated 7 months ago
- Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))☆29Updated 4 years ago
- Multitask Learning Approach for Network Traffic Classification☆55Updated 5 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆87Updated 4 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆52Updated 5 years ago
- Intrusion detection system using CNN and RNN☆22Updated 5 years ago
- Extracting data and analyzing the network traffic flow☆12Updated 6 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Updated 4 years ago
- This repository consists of python codes that performs attack classification based on the KDD and CIDDS dataset using CNN, LSTM-RNN and H…☆22Updated last year
- Deep Learning model for analysis and identify the application for given Teletraffic pattern. 1D convolution and FFN models using for this…☆18Updated 3 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆31Updated last year
- This project aims to detect Intrusions with a network using deep learning. The network traffic data is converted to multi channel RGB ima…☆11Updated 3 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆21Updated last year