munhouiani / Deep-Packet
Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning
☆198Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Deep-Packet
- using deep learning to classify the encrypted network traffic☆144Updated 3 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆76Updated 10 months ago
- Traffic dataset USTC-TFC2016☆114Updated 5 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆213Updated 10 months ago
- 收集了部分将机器学习应用于网络流量分类的论文☆153Updated 4 years ago
- 网络流量分类对比方法汇总☆144Updated last year
- Encrypted traffic classification use CNN☆33Updated 3 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆82Updated 4 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☆79Updated 2 years ago
- 从pcap获取流的基本信息工具☆191Updated last year
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆122Updated last year
- Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))☆28Updated 4 years ago
- Encrypted Network Traffic Classification using Deep Learning☆51Updated 7 months ago
- Materials about Encrypted Traffic Analysis☆97Updated this week
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆73Updated 2 years ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆37Updated 4 months ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆32Updated 3 years ago
- ☆56Updated last year
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆62Updated 6 months ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆38Updated 4 months ago
- Encrypted Traffic Classification using Deep Learning☆47Updated 6 years ago
- Multitask Learning Approach for Network Traffic Classification☆53Updated 5 years ago
- Implementation of AppScanner☆40Updated 2 years ago
- ☆33Updated 7 months ago
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆31Updated 5 years ago
- It is a network traffic classifier based on deep learning.☆43Updated 8 months ago
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 4 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆32Updated 4 years ago
- This is a Python version of CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) - an Ethernet traffic Bi-flow generator and analyzer for …☆66Updated 3 years ago