Voidly Atlas Method-Specific Classifier — HTTP v1

Version: v1 | License: CC BY 4.0

XGBoost classifier specialised on HTTP-method blocking signals. Per-method classifiers (DNS / HTTP / TLS) complement the country-day v3.3 classifier by giving a clean P(method=blocked) breakdown.

Honest caveats

Per-method classifiers share features with v3.3 — they're a breakdown view, not an independent oracle.
Method labels from CensoredPlanet + OONI test-type field — false positives possible when probe heuristics are wrong.

Reproducibility

python3 scripts/build-per-method-classifier-features.py

Citation

@misc{voidly_voidly_classifier_method_http_v1,
  title  = {Voidly Atlas: voidly-classifier-method-http-v1 (v1)},
  author = {Voidly},
  year   = {2026},
  url    = {https://huggingface.co/emperor-mew/voidly-classifier-method-http-v1},
  note   = {Open censorship-research ML stack. CC BY 4.0.}
}

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