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README.md
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@@ -25,14 +25,6 @@ Detects **technical red-team / offensive security** text (English).
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> **Recommended cut-off:** `prob >= 0.515` (chosen via F₂ on the validation split).
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## Intended uses & limits
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* **Triaging** large corpora for technical content.
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* **Input language:** English.
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* **No external test set** yet → treat scores as optimistic.
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## Demo
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| # | Phrase | Red Score | Red Label |
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| 3 | “Our marketing team will unveil the new cybersecurity branding materials at next Tuesday’s antivirus product launch | 0.021 | Not Offensive |
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| 4 | I'm excited about the company picnic. There's no cybersecurity topic—just burgers and games. | 0.103 | Not Offensive |
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---
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> **Recommended cut-off:** `prob >= 0.515` (chosen via F₂ on the validation split).
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## Demo
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| # | Phrase | Red Score | Red Label |
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| 3 | “Our marketing team will unveil the new cybersecurity branding materials at next Tuesday’s antivirus product launch | 0.021 | Not Offensive |
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| 4 | I'm excited about the company picnic. There's no cybersecurity topic—just burgers and games. | 0.103 | Not Offensive |
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## Intended uses & limits
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* **Triaging** large corpora for technical content.
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* **Input language:** English.
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| 41 |
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* **No external test set** yet → treat scores as optimistic.
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---
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