using 2d-cnn to classify network traffic
☆21Apr 10, 2020Updated 5 years ago
Alternatives and similar repositories for TrafficClassification
Users that are interested in TrafficClassification are comparing it to the libraries listed below
Sorting:
- Encrypted traffic classification use CNN☆35Dec 7, 2020Updated 5 years ago
- Extracting data and analyzing the network traffic flow☆13Jul 19, 2018Updated 7 years ago
- ☆40Dec 10, 2021Updated 4 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆48Aug 10, 2020Updated 5 years ago
- Identification and prioritization of multimedia traffic in wireless access points☆26Jun 30, 2016Updated 9 years ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆43Aug 10, 2021Updated 4 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆258Jan 4, 2024Updated 2 years ago
- 收集了部分将机器学习应用于网络流量分类的论文☆174Jul 5, 2020Updated 5 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆13Aug 16, 2020Updated 5 years ago
- Encrypted Traffic classification☆17Jan 5, 2020Updated 6 years ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆40Jun 27, 2024Updated last year
- ☆11Oct 28, 2023Updated 2 years ago
- Deep Learning models for network traffic classification☆763Jan 30, 2026Updated last month
- Encrypted Traffic Classification using Deep Learning☆50Jul 5, 2018Updated 7 years ago
- Traffic Classification using Logistic Regression and K-Means Clustering.☆30Jun 19, 2020Updated 5 years ago
- Extensible Traffic Classification on SDN☆21Nov 5, 2017Updated 8 years ago
- Software Defined Network traffic classification☆23May 29, 2021Updated 4 years ago
- create a application for SDN QoS routing, use the traditional method (shortest path or ECMP) for primary routing, when congestion happene…☆40Jul 16, 2021Updated 4 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆18Oct 7, 2023Updated 2 years ago
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆35Apr 29, 2019Updated 6 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆119Jul 9, 2020Updated 5 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 6 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆250Mar 1, 2023Updated 3 years ago
- The use of machine learning to classify network traffic☆40Aug 28, 2020Updated 5 years ago
- Networking IDS , network traffic classification with ML. Final Project for ECE-417.☆14Jan 21, 2020Updated 6 years ago
- The purpose of this project is to introduce an Adaptive RO Model for QoS-aware SDNs using DRL that dynamically considers various QoS para…☆62Dec 25, 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
- This is repository of the paper NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging.☆27Sep 21, 2024Updated last year
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Jun 25, 2022Updated 3 years ago
- ☆31Oct 14, 2023Updated 2 years ago
- tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.☆32Dec 20, 2024Updated last year
- Deep Learning model for analysis and identify the application for given Teletraffic pattern. 1D convolution and FFN models using for this…☆20May 30, 2021Updated 4 years ago
- Implementation of AppScanner☆47Jul 29, 2022Updated 3 years ago
- ☆43Aug 31, 2021Updated 4 years ago
- Extract network flow features from PCAP files for machine learning and network analysis☆92Nov 24, 2025Updated 3 months ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆42Jul 17, 2020Updated 5 years ago
- 网络流量分类对比方法汇总☆206May 17, 2025Updated 10 months ago
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆13Apr 16, 2020Updated 5 years ago
- Detection of malicious domains via character co-occurrence analysis in URL's.☆11Mar 22, 2016Updated 9 years ago