linwhitehat / ET-BERT
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.
☆436Updated 2 months ago
Alternatives and similar repositories for ET-BERT:
Users that are interested in ET-BERT are comparing it to the libraries listed below
- 网络流量分类对比方法汇总☆162Updated last year
- Materials about Encrypted Traffic Analysis☆135Updated 2 months ago
- 从pcap获取流的基本信息工具☆210Updated last year
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆84Updated 10 months ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆230Updated last year
- Traffic dataset USTC-TFC2016☆126Updated 5 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☆86Updated 2 years ago
- Efficient Network Traffic Classification via Pre-training Unidirectional Mamba☆92Updated 2 months ago
- ☆41Updated last month
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆126Updated last year
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆219Updated 2 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆52Updated 2 months ago
- 收集了部分将机器学习应用于网络流量分类的论文☆161Updated 4 years ago
- using deep learning to classify the encrypted network traffic☆154Updated 4 years ago
- Flow Interaction Graph based attack traffic detection system.☆152Updated 10 months ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆90Updated 4 years ago
- 基于机器学习的恶意加密流量监测平台☆125Updated 3 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆81Updated last year
- ☆41Updated 2 months ago
- The repository of TrafficLLM, a universal LLM adaptation framework to learn robust traffic representation for all open-sourced LLM in rea…☆188Updated 2 months ago
- Leveraging Attention Mechanisms to improve the BERT fine-tuning model for encrypted traffic classification☆15Updated 9 months ago
- It is a network traffic classifier based on deep learning.☆45Updated 11 months ago
- Traffic analysis for Tor-based malware detection and classification☆39Updated last year
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆80Updated 2 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆39Updated 4 years ago
- 一个流量分类的封装框架☆47Updated 6 months ago
- ☆144Updated last year
- 使用机器学习的恶意加密流量识别系统☆40Updated last year
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆39Updated last year
- ☆43Updated last year