SkimXDP
machine-learning-in-ebpf
SkimXDP | machine-learning-in-ebpf | |
---|---|---|
1 | 3 | |
4 | 76 | |
- | - | |
7.4 | 4.9 | |
8 months ago | about 1 month ago | |
C | C | |
GNU General Public License v3.0 only | GNU General Public License v3.0 only |
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SkimXDP
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Use Machine Learning Models as Packet Filtering Algorithms within XDP
Link to Repo: https://github.com/Koukyosyumei/SkimXDP/
machine-learning-in-ebpf
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Show HN: eBPF-powered L4 package dropper
I meant Transport Layer packages.
> https://github.com/CN-TU/machine-learning-in-ebpf
Thank you! I'll take a look.
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A flow-based IDS using Machine Learning in eBPF
I’m not the post other but a coauthor of the paper. If there are some details missing in the paper, there’s also the open source implementation, also referenced in the paper: https://github.com/CN-TU/machine-learning-in-ebpf
What are some alternatives?
xdp-for-windows - XDP speeds up networking on Windows
bouheki - bouheki is KRSI(eBPF+LSM) based Linux security auditing tool.
xdp-tutorial - XDP tutorial
ebpfkit - ebpfkit is a rootkit powered by eBPF
cachegrand - cachegrand - a modern data ingestion, processing and serving platform built for today's hardware
ebpfkit-monitor - ebpfkit-monitor is a tool that detects and protects against eBPF powered rootkits
pwru - Packet, where are you? -- eBPF-based Linux kernel networking debugger
catboost - A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
durdur - eBPF-powered L3/L4 packet dropper.
honey-potion - Writing eBPF programs with Elixir!