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voidly-classifier-method-tls-v1
emperor-mew/voidly-classifier-method-tls-v1
voidly-classifier-method-tls-v1 is a tabular classification model from emperor-mew. Use it for the tabular classification task on the model card, and read the license before you ship it in a product. It is set up for xgboost. The card lists the license as cc-by-4.0.
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Public
Updated May 22, 2026
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At a glance
- Task
- Tabular Classification
- Library
- xgboost
- License
- cc-by-4.0
- Access
- Public
- Created
- May 22, 2026
- Updated
- May 22, 2026
- SHA
- 4649e7b1
Model card
From the Hugging Face model README
Voidly Atlas Method-Specific Classifier — TLS v1
Version: v1 | License: CC BY 4.0
XGBoost classifier specialised on TLS-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_tls_v1,
title = {Voidly Atlas: voidly-classifier-method-tls-v1 (v1)},
author = {Voidly},
year = {2026},
url = {https://huggingface.co/emperor-mew/voidly-classifier-method-tls-v1},
note = {Open censorship-research ML stack. CC BY 4.0.}
}
- Task
- Tabular Classification
- Library
- xgboost
- License
- cc-by-4.0
- Created
- May 22, 2026
- Updated
- May 22, 2026