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NFStream

NFStream

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NFStream

What is NFStream

Passive sniffer tool for analyzing traffic patterns.

NFStream: A Versatile Python Framework for Network Data

NFStream is a multiplatform Python framework that offers fast, flexible, and expressive data structures. It is designed to simplify the process of working with network data, whether online or offline, making it both easy and intuitive.

It aims to be Python's fundamental high-level building block for practical network flow data analysis

This framework is designed to serve as Python's essential high-level component for conducting practical and real-world network flow data analysis. Furthermore, it aspires to become a comprehensive network data analytics framework for researchers, ensuring data reproducibility across various experiments. - Live Notebook - Project Website - Discussion Channel - Latest Release - Supported Versions - Project License - Continuous Integration - Code Quality - Table of Contents - Main Features - How to get it? - How to use it? - Encrypted application identification and metadata extraction - System visibility - Post-mortem statistical flow features extraction - Early statistical flow features extraction - Pandas export interface - CSV export interface - Extending NFStream - Machine Learning models training and deployment - Training the model - ML powered streamer on live traffic - Building from sources - Contributing - Ethics - Credits - Citation - Authors - Supporting organizations - Publications that use NFStream - License Main Features: - Performance: NFStream is designed to be fast: AF_PACKET
 

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