BeStrongok / Malicious-Traffic-ClassificationLinks
Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.
☆42Updated 5 years ago
Alternatives and similar repositories for Malicious-Traffic-Classification
Users that are interested in Malicious-Traffic-Classification are comparing it to the libraries listed below
Sorting:
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆92Updated last year
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆250Updated last year
- 收集了部分将机器学习应用于网络流量分类的论文☆171Updated 5 years ago
- Extract network flow features from PCAP files for machine learning and network analysis☆92Updated last week
- Traffic dataset USTC-TFC2016☆152Updated 6 years ago
- using deep learning to classify the encrypted network traffic☆168Updated 4 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆244Updated 2 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆47Updated 5 years ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆96Updated 3 years ago
- ☆54Updated 2 years ago
- 网络流量分类对比方法汇总☆202Updated 6 months ago
- A tunneled flooding traffic detection system.☆29Updated last year
- ☆75Updated 11 months ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆39Updated last year
- [AAAI'25] Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model☆55Updated 3 weeks ago
- ☆30Updated 2 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆59Updated 10 months ago
- CICIDS2017 dataset☆70Updated 3 years ago
- Encrypted Network Traffic Classification using Deep Learning☆60Updated last year
- 从pcap获取流的基本信息工具☆228Updated 2 years ago
- ☆58Updated 2 years ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆37Updated 4 years ago
- Encrypted traffic classification use CNN☆35Updated 4 years ago
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆35Updated 6 years ago
- A set of methods to enable traffic classification using randomness tests. We also add an automated database creation algorithm.☆17Updated 4 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆108Updated 5 years ago
- 🛜→🖼️ Replication of the model set forth in "FlowPic: Encrypted Internet Traffic Classification is as Easy as Image Recognition" by Tal …☆16Updated 5 years ago
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆127Updated last year
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆22Updated 5 years ago
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆131Updated 2 years ago