Looking for real satellite housekeeping telemetry to validate an open-source onboard anomaly detector

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Hi everyone — I’m Zlatimir, a first-year cybersecurity student in Bulgaria. I built AROS-S, an open-source lightweight ML detector that flags anomalies and possible cyberattacks in satellite telemetry, onboard and in real time (small enough for a CubeSat).

So far I’ve tested it on synthetic data and the NASA SMAP benchmark, but it really needs real housekeeping telemetry — time series of bus voltage, current, and subsystem temperatures (plus CPU/memory load if reported).

Could anyone point me to satellites in the SatNOGS DB with rich, cleanly decoded housekeeping data — or share a CSV export from one you track? I’m happy to pull from the public DB myself; I mostly need guidance on which satellites have the most complete streams.

Everything stays open source, and I’ll credit anyone who helps (and the data sources) in the paper and repo, and share the results back with the community.

Repo: https://github.com/zlatimirpetrov/AROS-S-Autonomous-Real-time-On-board-Security-for-Satellites
Preprint: https://doi.org/10.5281/zenodo.20945353

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hello @zlatimirpetrov , maybe you can start from here ,

for sat maybe you can try canvas, their telemetry and signal is very good and strong

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Thank you, I really appreciate the pointer — CANVAS looks like an excellent fit. I’ll pull its telemetry, test AROS-S on it, and report back here with the results.

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