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Update README.md

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@@ -33,6 +33,15 @@ Detects **technical red-team / offensive security** text (English).
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  * **Input language:** English.
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  * **No external test set** yet → treat scores as optimistic.
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  ---
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  ## Training data
 
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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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+
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+ | # | Phrase | Blue Score | Blue Label | Red Score | Red Label |
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+ |---|--------|-----------|-----------|----------|----------|
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+ | 1 | To exfiltrate sensitive data, launch a phishing campaign that tricks employees into revealing their VPN credentials. | 0.066 | Not Offensive | 0.824 | Offensive (red-team) |
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+ | 2 | We should deploy an EDR solution, monitor all endpoints for intrusion attempts, and enforce strict password policies. | 0.557 | Offensive (red-team) | 0.019 | Not Offensive |
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+ | 3 | “Our marketing team will unveil the new cybersecurity branding materials at next Tuesday’s antivirus product launch | 0.256 | Not Offensive | 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. | 0.272 | Not Offensive | 0.103 | Not Offensive |
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+
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  ---
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  ## Training data