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.
☆340Updated last month
Related projects: ⓘ
- 网络流量分类对比方法汇总☆138Updated last year
- Materials about Encrypted Traffic Analysis☆71Updated last week
- 从pcap获取流的基本信息工具☆180Updated last year
- 收集了部分将机器学习应用于网络流量分类的论文☆146Updated 4 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆202Updated 8 months ago
- Traffic dataset USTC-TFC2016☆104Updated 5 years ago
- Flow Interaction Graph based attack traffic detection system.☆120Updated 4 months ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆183Updated last year
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆117Updated 10 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☆72Updated 2 years ago
- It is a network traffic classifier based on deep learning.☆42Updated 6 months ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆76Updated 4 years ago
- using deep learning to classify the encrypted network traffic☆139Updated 3 years ago
- WWW'23 Research Paper: TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆55Updated 6 months ago
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆45Updated 4 months ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆32Updated 2 months ago
- ☆26Updated 5 months ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆31Updated 6 months ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆66Updated 2 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆71Updated 8 months ago
- Encrypted Network Traffic Classification using Deep Learning☆50Updated 5 months ago
- Implementation of AppScanner☆40Updated 2 years ago
- Efficient Network Traffic Classification via Pre-training Unidirectional Mamba☆47Updated 2 weeks ago
- Traffic analysis for Tor-based malware detection and classification☆37Updated last year
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆31Updated 3 years ago
- ☆124Updated last year
- 基于机器学习的恶意加密流量监测平台☆87Updated 3 years ago
- ☆31Updated 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☆36Updated last year
- The code and dataset for "Subverting Website Fingerprinting Defenses with Robust Traffic Representation".☆35Updated 8 months ago