BeStrongok / Malicious-Traffic-Classification
Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.
☆40Updated 4 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
- Traffic dataset USTC-TFC2016☆130Updated 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☆89Updated 2 years ago
- Encrypted traffic classification use CNN☆33Updated 4 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆237Updated last year
- ☆58Updated 2 years ago
- 网络流量分类对比方法汇总☆172Updated last year
- 收集了部分将机器学习应用于网络流量分类的论文☆166Updated 4 years ago
- Traffic analysis for Tor-based malware detection and classification☆39Updated last year
- Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))☆30Updated 4 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆85Updated last year
- CICIDS2017 dataset☆69Updated 3 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- Encrypted Network Traffic Classification using Deep Learning☆51Updated last year
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆81Updated 2 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆53Updated 3 months ago
- using deep learning to classify the encrypted network traffic☆157Updated 4 years ago
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆128Updated last year
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆40Updated last year
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆37Updated 10 months ago
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 4 years ago
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆15Updated 5 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 5 years ago
- Materials about Encrypted Traffic Analysis☆159Updated last week
- 🛜→🖼️ Replication of the model set forth in "FlowPic: Encrypted Internet Traffic Classification is as Easy as Image Recognition" by Tal …☆14Updated 4 years ago
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆37Updated 9 months ago
- IDS abnormal traffic detection tensorflow☆39Updated 5 years ago
- ☆17Updated 4 years ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆37Updated 3 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆79Updated 3 years ago
- ☆45Updated last year