linwhitehat / ET-BERTLinks
The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.
☆507Updated 3 months ago
Alternatives and similar repositories for ET-BERT
Users that are interested in ET-BERT are comparing it to the libraries listed below
Sorting:
- Materials about Encrypted Traffic Analysis☆197Updated last week
- 网络流量分类对比方法汇总☆184Updated 2 months ago
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆106Updated last year
- ☆60Updated 6 months ago
- 从pcap获取流的基本信息工具☆218Updated 2 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆233Updated 2 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆242Updated last year
- Traffic dataset USTC-TFC2016☆144Updated 6 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 2 years ago
- ☆61Updated 7 months ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆98Updated 5 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆56Updated 7 months ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆87Updated 3 years ago
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆131Updated last year
- Efficient Network Traffic Classification via Pre-training Unidirectional Mamba☆129Updated 4 months ago
- Implementation of AppScanner☆43Updated 3 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆89Updated last year
- Flow Interaction Graph based attack traffic detection system.☆167Updated last year
- A curation of awesome papers, datasets and tools about network traffic analysis.☆78Updated 8 months ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆95Updated 7 months ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆44Updated last year
- It is a network traffic classifier based on deep learning.☆46Updated last year
- 收集了部分将机器学习应用于网络流量分类的论文☆168Updated 5 years ago
- Leveraging Attention Mechanisms to improve the BERT fine-tuning model for encrypted traffic classification☆16Updated last year
- using deep learning to classify the encrypted network traffic☆163Updated 4 years ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆52Updated 2 years ago
- Encrypted Network Traffic Classification using Deep Learning☆52Updated last year
- 网络流量领域工具库、公开数据集及加密流量解析方法☆75Updated 2 years ago
- Traffic analysis for Tor-based malware detection and classification☆41Updated 2 years ago
- ☆48Updated last year