| license: cc-by-4.0 | |
| library_name: xgboost | |
| pipeline_tag: tabular-classification | |
| tags: | |
| - censorship | |
| - method-specific | |
| - voidly | |
| - atlas | |
| - http | |
| # 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 | |
| ```bash | |
| python3 scripts/build-per-method-classifier-features.py | |
| ``` | |
| ## Citation | |
| ```bibtex | |
| @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.} | |
| } | |
| ``` | |