Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/deepfence/FlowMeter

⭐ ⭐ Use ML to classify flows and packets as benign or malicious. ⭐ ⭐
https://github.com/deepfence/FlowMeter

awesome data-science data-science-projects forensics-tools hacktoberfest infosectools machine-learning machine-learning-projects machinelearning machinelearningproject network-analysis network-security packet-analyser pcap security security-tools tcpdump-like

Last synced: 12 days ago
JSON representation

⭐ ⭐ Use ML to classify flows and packets as benign or malicious. ⭐ ⭐

Host: GitHub
URL: https://github.com/deepfence/FlowMeter
Owner: deepfence
License: apache-2.0
Created: 2021-08-17T17:35:45.000Z (about 3 years ago)
Default Branch: main
Last Pushed: 2024-09-09T11:19:51.000Z (2 months ago)
Last Synced: 2024-10-31T13:04:37.344Z (13 days ago)
Topics: awesome, data-science, data-science-projects, forensics-tools, hacktoberfest, infosectools, machine-learning, machine-learning-projects, machinelearning, machinelearningproject, network-analysis, network-security, packet-analyser, pcap, security, security-tools, tcpdump-like
Language: Go
Homepage:
Size: 10.3 MB
Stars: 1,118
Watchers: 9
Forks: 203
Open Issues: 0
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md

Awesome Lists containing this project

README

        [![Documentation](https://img.shields.io/badge/documentation-read-green)](https://docs.deepfence.io/flowmeter)

[![GitHub license](https://img.shields.io/github/license/deepfence/FlowMeter)](https://github.com/deepfence/FlowMeter/blob/main/LICENSE)

[![GitHub stars](https://img.shields.io/github/stars/deepfence/FlowMeter)](https://github.com/deepfence/FlowMeter/stargazers)

[![GitHub issues](https://img.shields.io/github/issues/deepfence/FlowMeter)](https://github.com/deepfence/FlowMeter/issues)

[![Slack](https://img.shields.io/badge/[email protected]?logo=slack)](https://join.slack.com/t/deepfence-community/shared_invite/zt-podmzle9-5X~qYx8wMaLt9bGWwkSdgQ)

# FlowMeter

FlowMeter is an experimental utility built for analysing and classifing packets by looking at packet headers. 

## Primary design goals:

FlowMeter aims to:

 - **Classify packets and flows as benign or malicious with high true positives (TP) and low false positives (FP)**. 

 - **Use the labeled data to reduce amount of traffic requiring deeper analysis**. 

Additionally, Deepfence FlowMeter also categorizes packets into flows and shows a rich ensemble of flow data and statistics.

|  |

|:--:| 

| *FlowMeter takes packets and returns file with statistics of flows.* |

| 

|:--:|

| *Flowmeter takes packets and returns file with statistics of flows and classifies packets as benign or malicious.*  |

## When to use FLowMeter

Use FlowMeter if you wish to build and operate machine-learning models on network packet data.

## Quick Start

For full instructions, refer to the [FlowMeter Documentation](https://docs.deepfence.io/flowmeter).

![FlowMeter QuickStart](docs/docs/flowmeter/img/flowmeter.svg)

## Who uses FlowMeter?

 * We use FlowMeter internally to quickly analyse and label packets. It forms one part of a project to build a fast pre-filter for packets before we conduct deeper layer-7 analysis in [Deepfence ThreatMapper](https://deepfence.io/threatmapper/).

## Get in touch

Thank you for using FlowMeter.

 * [](https://docs.deepfence.io/flowmeter) Start with the documentation

 * [](https://join.slack.com/t/deepfence-community/shared_invite/zt-podmzle9-5X~qYx8wMaLt9bGWwkSdgQ) Got a question, need some help?  Find the Deepfence team on Slack

 * [![GitHub issues](https://img.shields.io/github/issues/deepfence/FlowMeter)](https://github.com/deepfence/FlowMeter/issues) Got a feature request or found a bug? Raise an issue

 * [productsecurity *at* deepfence *dot* io](SECURITY.md): Found a security issue? Share it in confidence

 * Find out more at [deepfence.io](https://deepfence.io/)

## Security and Support

For any security-related issues in the FlowMeter project, contact [productsecurity *at* deepfence *dot* io](SECURITY.md).

Please file GitHub issues as needed, and join the Deepfence Community [Slack channel](https://join.slack.com/t/deepfence-community/shared_invite/zt-podmzle9-5X~qYx8wMaLt9bGWwkSdgQ).

## License

The Deepfence FlowMeter project (this repository) is offered under the [Apache2 license](https://www.apache.org/licenses/LICENSE-2.0).

[Contributions](CONTRIBUTING.md) to Deepfence FlowMeter project are similarly accepted under the Apache2 license, as per [GitHub's inbound=outbound policy](https://docs.github.com/en/github/site-policy/github-terms-of-service#6-contributions-under-repository-license).