lulu-cloud / Pytorch-Encrypted-Traffic-Classification-with-1D_CNNLinks
论文Encrypted Traffic Classification with One-dimensional Convolution Neural Networks的torch实现
☆37Updated 2 years ago
Alternatives and similar repositories for Pytorch-Encrypted-Traffic-Classification-with-1D_CNN
Users that are interested in Pytorch-Encrypted-Traffic-Classification-with-1D_CNN are comparing it to the libraries listed below
Sorting:
- This platform is designed and implemented for encrypted traffic classification using deep learning☆15Updated last year
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆19Updated 7 months ago
- Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))☆33Updated 4 years ago
- ☆62Updated 8 months ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆52Updated 2 years ago
- Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.☆36Updated last year
- Encrypted Network Traffic Classification using Deep Learning☆53Updated last year
- 网络流量分类对比方法汇总☆185Updated 3 months ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆89Updated last year
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆97Updated 7 months ago
- ☆25Updated last year
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆98Updated 5 years ago
- using 2d-cnn to classify network traffic☆21Updated 5 years ago
- ☆58Updated 2 years ago
- ☆10Updated last year
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆88Updated 3 years ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆44Updated last year
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆38Updated last year
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆107Updated last year
- Traffic dataset USTC-TFC2016☆144Updated 6 years ago
- Efficient Network Traffic Classification via Pre-training Unidirectional Mamba☆132Updated 5 months ago
- tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.☆28Updated 8 months ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆234Updated 2 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☆93Updated 3 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 5 years ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆42Updated 4 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆58Updated 7 months ago
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆34Updated 6 years ago
- ⼀个有潜⼒的⽹络⼊侵检测算法,引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中,在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…☆10Updated last year
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆241Updated last year