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title: DarkBERT NER — VERISBERTA Cybersecurity Entity Demo (Fixed)
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license: cc-by-nc-4.0
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Client-side cybersecurity NER demo built on **processpl/DarkBERT-finetuned-ner** (fine-tuned from [s2w-ai/DarkBERT](https://huggingface.co/s2w-ai/DarkBERT)).
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Identifies **ACTOR**, **ACTION**, and **ASSETS** entities in threat-intelligence narratives using the VERIS 4A taxonomy.
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Fix over [super9igga/darkbert-ner-demo](https://huggingface.co/spaces/super9igga/darkbert-ner-demo): uses the current Inference Providers router endpoint (`router.huggingface.co/hf-inference/...`) instead of the deprecated `api-inference.huggingface.co`, with proper 401/403 handling and a clear prompt to supply an HF token.
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