NFStream

NFStream is a multiplatform Python framework for network flow data analysis with a focus on speed and flexibility.

1,177

Network Security

0

NFStream

NFStream is a multiplatform Python framework for network flow data analysis with a focus on speed and flexibility.

Network Security•Network Detection and Response

Python Data Analysis Network Security

1,177stars

GitHub Stars

10 May

Last commit

0

Updated 16 Oct 25

NFStream Description

NFStream is a multiplatform Python framework providing fast, flexible, and expressive data structures designed to make working with online or offline network data easy and intuitive. It aims to be Python's fundamental high-level building block for doing practical, real-world network flow data analysis. Additionally, it has the broader goal of becoming a unifying network data analytics framework for researchers providing data reproducibility across 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

NFStream Description

NFStream is a multiplatform Python framework providing fast, flexible, and expressive data structures designed to make working with online or offline network data easy and intuitive. It aims to be Python's fundamental high-level building block for doing practical, real-world network flow data analysis. Additionally, it has the broader goal of becoming a unifying network data analytics framework for researchers providing data reproducibility across 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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