ZebornDuan / IoTClassifier
ByteIoT: a Practical IoT Device Identification System based on Packet Length Distribution
☆11Updated 2 years ago
Alternatives and similar repositories for IoTClassifier:
Users that are interested in IoTClassifier are comparing it to the libraries listed below
- It is a network traffic classifier based on deep learning.☆46Updated last year
- ☆46Updated 2 months ago
- 网络流量分类对比方法汇总☆166Updated last year
- Encrypted Network Traffic Classification using Deep Learning☆52Updated last year
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 4 years ago
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆87Updated 11 months ago
- Materials about Encrypted Traffic Analysis☆147Updated this week
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆127Updated last year
- Implementation of AppScanner☆41Updated 2 years ago
- WWW'23 Research Paper: TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆83Updated 2 months ago
- ☆21Updated last year
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆39Updated last year
- A Behaviour-Based Fingerprinting Method for Device Identification in the IoT☆22Updated 2 years ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆79Updated 2 years ago
- 从pcap获取流的基本信息工具☆211Updated last year
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆92Updated 4 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆82Updated last year
- code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"☆30Updated 8 months ago
- ☆46Updated 3 years ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆37Updated 9 months ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆52Updated 2 months ago
- using 2d-cnn to classify network traffic☆20Updated 4 years ago
- ☆24Updated last year
- Efficient Network Traffic Classification via Pre-training Unidirectional Mamba☆101Updated last week
- Traffic dataset USTC-TFC2016☆126Updated 5 years 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
- 收集了部分将机器学习应用于网络流量分类的论文☆162Updated 4 years ago
- ☆19Updated 3 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☆87Updated 2 years ago
- Encrypted traffic classification use CNN☆33Updated 4 years ago