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| Step | Component | Description / Focus Area |
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| --- | --- | --- |
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| 1 | Secure Compute | Protect computation environments to ensure model safety and confidentiality. |
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| 2 | Private Endpoints | Use private network endpoints to limit exposure and control access. |
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| 3 | Threat Protection | Implement safeguards to detect and mitigate security threats. |
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| 4 | Validation Pipeline | Validate models and data to maintain quality and compliance. |
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| 5 | Monitoring and Drift Detection | Continuously monitor model performance and identify data or model drift. |
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