talshapira / FlowPic
T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in IEEE Transactions on Network and Service Management, doi: 10.1109/TNSM.2021.3071441.
☆79Updated 2 years ago
Alternatives and similar repositories for FlowPic:
Users that are interested in FlowPic are comparing it to the libraries listed below
- Encrypted Network Traffic Classification using Deep Learning☆51Updated last year
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆84Updated last year
- 网络流量分类对比方法汇总☆171Updated last year
- ☆46Updated 4 months ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆92Updated 4 years ago
- Materials about Encrypted Traffic Analysis☆155Updated this week
- Implementation of AppScanner☆41Updated 2 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆53Updated 3 months ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆40Updated last year
- WWW'23 Research Paper: TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆86Updated 3 months 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☆90Updated 2 years ago
- ☆48Updated 3 months ago
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆90Updated 11 months ago
- It is a network traffic classifier based on deep learning.☆46Updated last year
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- Code and dataset for AppScanner☆28Updated 7 years ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆47Updated 2 years ago
- Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))☆30Updated 4 years ago
- ☆44Updated last year
- ☆58Updated 2 years ago
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 4 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆223Updated 2 years ago
- ☆24Updated last year
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆37Updated 9 months ago
- tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.☆24Updated 4 months ago
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆33Updated 5 years ago
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆127Updated last year
- using deep learning to classify the encrypted network traffic☆154Updated 4 years ago
- Encrypted traffic classification use CNN☆32Updated 4 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆13Updated last year