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TomasPhilippart authored Jun 24, 2024
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# ebpfangel - Ransomware Detection using Machine Learning with eBPF for Linux
## [Documentation 📖](https://tomasphilippart.github.io/ebpfangel/)

Authors: Max Willers, Tomás Philippart

<a href="https://ebpfangel.philippart.me/">
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<source media="(prefers-color-scheme: dark)" srcset="docs/assets/ebpfangel-logo-white.png">
<img alt="Logo" src="docs/assets/ebpfangel-logo-black.png">
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<h2 align="center">
Ransomware Detection using Machine Learning with eBPF for Linux
</h2>



<p align="center">
Authors: <br>
<a href="https://www.linkedin.com/in/max-willers-53830b268">Max Willers</a> •
<a href="https://www.linkedin.com/in/tomasphilippart/">Tomás Philippart</a>
</p>



<p align="center">
<a href="https://github.com/TomasPhilippart/ebpfangel/blob/main/docs/Ransomware_Detection_using_Machine_Learning_with_eBPF.pdf">Paper</a> •
<a href="https://github.com/TomasPhilippart/ebpfangel/blob/main/docs/ebpfangel-presentation.pdf">Presentation slides</a>
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---

<p align="center">
<a href="https://ebpfangel.philippart.me/">Overview</a> •
<a href="https://ebpfangel.philippart.me/simulator/">Simulator</a> •
<a href="https://ebpfangel.philippart.me/detector/">Detector</a> •
<a href="https://ebpfangel.philippart.me/machinelearning/">Machine Learning</a>
</p>

---



```shell
git clone https://github.com/TomasPhilippart/ebpfangel.git
$ git clone https://github.com/TomasPhilippart/ebpfangel.git
```

> :warning: **Not a final product**: This is the final result of a research project. It is not intended to be a final product/solution to use in any productions environment whatsoever, it is simply the byproduct of research and therefore is intended to use as so.
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