nprint / nprintmlLinks
nPrintML creates and runs full ML-based traffic analysis pipelines using nPrint and AutoML.
☆54Updated last year
Alternatives and similar repositories for nprintml
Users that are interested in nprintml are comparing it to the libraries listed below
Sorting:
- nPrint provides a generalizable data representation for network packets that works directly with machine learning techniques☆112Updated 3 years ago
- Traffic analysis for Tor-based malware detection and classification☆39Updated 2 years ago
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆128Updated last year
- A curation of awesome papers, datasets and tools about network traffic analysis.☆68Updated 7 months ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆83Updated 2 years ago
- ☆26Updated 4 years ago
- using deep learning to classify the encrypted network traffic☆160Updated 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☆92Updated 2 years ago
- Materials about Encrypted Traffic Analysis☆174Updated last week
- An automatic packet crafting tool for evading learning-based NIDS☆80Updated 3 years ago
- Implementation of AppScanner☆42Updated 2 years ago
- Flow Interaction Graph based attack traffic detection system.☆163Updated last year
- It is a network traffic classifier based on deep learning.☆46Updated last year
- ☆47Updated last year
- Traffic dataset USTC-TFC2016☆135Updated 6 years ago
- This forked repository contains our fixed version of the original CICFlowmeter tool. The improvements were implemented as part of our pap…☆45Updated 11 months ago
- ☆56Updated 5 months ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆227Updated 2 years ago
- Code for the paper "Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning" (PETS 2019)☆48Updated 4 years ago
- This repository contains code and data for "Tik-Tok: The Utility of Packet Timing in Website Fingerprinting Attacks" paper, published in …☆52Updated last year
- Encrypted Network Traffic Classification using Deep Learning☆52Updated last year
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆89Updated last year
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆99Updated last year
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆40Updated 4 years ago
- Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"☆106Updated last year
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆72Updated 3 years ago
- A tunneled flooding traffic detection system.☆24Updated 6 months ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆88Updated 5 months ago
- A Zeek script to generate features based on timing, volume and metadata for traffic classification.☆56Updated 4 years ago