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Open Peer Review Tag

MLOps Threat Model

Open Until: 04/17/2026

AI Safety

MLOps Threat Model
This paper sets the foundation for how we can apply the threat modelling practice of DevSecOps to MLOps.

Please review the section titled "MLOps Stage Risk Methodology and Analysis" for how we are approaching the whitepaper, then provide your feedback for each stage of the MLOps lifecycle, adding new rows for things we may have missed. We are specifically looking for technical feedback on the threats, risks, and mitigations, rather than grammar fixes.

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Peer Review Agreement

By participating in this peer review, you acknowledge and agree to the following:

  • Your name will be included as a reviewer only if you provide substantive feedback (e.g., content, clarity, accuracy). Feedback limited to grammar, syntax, or formatting will not qualify for acknowledgement.
  • CSA's authors will have final discretion over which suggestions are incorporated into the document. Not all feedback will be implemented.
  • You will not plagiarize or submit unmodified AI-generated text. If using AI-generated content, you must apply your expertise to refine, reformat, or integrate it meaningfully into the document.
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Open Until: 04/17/2026

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