yuchengml / MTCLinks
Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.
☆36Updated last year
Alternatives and similar repositories for MTC
Users that are interested in MTC are comparing it to the libraries listed below
Sorting:
- This platform is designed and implemented for encrypted traffic classification using deep learning☆17Updated 2 years ago
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆20Updated 9 months ago
- 论文Encrypted Traffic Classification with One-dimensional Convolution Neural Networks的torch实现☆39Updated 2 years ago
- ☆69Updated 9 months ago
- Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))☆34Updated 5 years ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆57Updated 2 years ago
- ☆11Updated last year
- ☆26Updated last year
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆48Updated last year
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆101Updated 9 months ago
- Encrypted Network Traffic Classification using Deep Learning☆56Updated last year
- tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.☆30Updated 9 months ago
- An Intrusion Detection System based on Deep Belief Networks☆86Updated 2 years ago
- using 2d-cnn to classify network traffic☆21Updated 5 years ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆39Updated last year
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆115Updated last year
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆92Updated 3 years ago
- ☆14Updated last month
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆20Updated 5 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆105Updated 5 years ago
- LEXNet: A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification☆17Updated 2 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆90Updated last year
- ☆17Updated 3 years ago
- 网络流量分类对比方法汇总☆191Updated 4 months ago
- ☆46Updated 3 years ago
- 🛜→🖼️ Replication of the model set forth in "FlowPic: Encrypted Internet Traffic Classification is as Easy as Image Recognition" by Tal …☆16Updated 4 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆58Updated 9 months ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Updated 5 years ago
- ☆89Updated last year
- ☆14Updated 9 months ago