Unic-X/PacketBreeze
1
0
Fork 0
Code Issues 1 Pull Requests Packages Projects Releases Wiki Activity

Changed readme

Browse Source
This commit is contained in:
Unic-X
2023-06-18 14:16:12 +05:30
parent 3f83936e6e
commit ec284f6ee6
2 changed files with 20 additions and 37 deletions
Download Patch File Download Diff File Expand all files Collapse all files

57
README.md
View File

@@ -1,62 +1,45 @@
[![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/slack-@deepfence-blue.svg?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.
# PacketBreeze
PacketBreeze is an utility tool built for analysing and classifing packets by looking at packet headers.
## Primary design goals:
FlowMeter aims to:
PacketBreeze 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.
Additionally, PacketBreeze also categorizes packets into flows and shows a rich ensemble of flow data and statistics.
| <img width="1559" alt="Flowmeter-flows" src="https://user-images.githubusercontent.com/26308648/165219276-e9c9a99a-1bc1-40c9-bfaa-779b6380ae67.png"> |
| <img width="1559" alt="Packetbreeze-flows" src="https://user-images.githubusercontent.com/26308648/165219276-e9c9a99a-1bc1-40c9-bfaa-779b6380ae67.png"> |
|:--:|
| *FlowMeter takes packets and returns file with statistics of flows.* |
| *PacketBreeze takes packets and returns file with statistics of flows.* |
| <img width="1559" alt="Flowmeter-flowsClassification" src="https://user-images.githubusercontent.com/26308648/165219569-42a84939-8c28-4b70-b864-f4980c3ee27d.png">
| <img width="1559" alt="Packetbreeze-flowsClassification" src="https://user-images.githubusercontent.com/26308648/165219569-42a84939-8c28-4b70-b864-f4980c3ee27d.png">
|:--:|
| *Flowmeter takes packets and returns file with statistics of flows and classifies packets as benign or malicious.* |
| *Packetbreeze 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.
| <img width="1559" alt="Packetbreeze-Confusion-Matrix" src="assets/images/confusion.png">
|:--:|
| *Packetbreeze's output shown in a confusion matrix.* |
## When to use Packetbreeze
Use PacketBreeze 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 PacketBreeze?
## 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/).
* One can use PacketBreeze to label the network packets using ML before deep analysis. Thus resulting in faster analysis overall.
## Get in touch
Thank you for using FlowMeter.
Thank you for using PacketBreeze.
* [<img src="https://img.shields.io/badge/documentation-read-green">](https://docs.deepfence.io/flowmeter) Start with the documentation
* [<img src="https://img.shields.io/badge/slack-@deepfence-blue.svg?logo=slack">](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
## 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).

BIN
assets/images/confusion.png Normal file
View File

Binary file not shown.
Side by Side

After

Width:  |  Height:  |  Size: 6.4 KiB