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Strategic Initiatives
CSA's strategic programs driving innovation in AI, cloud, and Zero Trust.
A public-interest 501(c)(3) dedicated to secure and trustworthy AI.

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Open Peer Review Tag

Autonomous Pentest Assurance Standard (APAS)

Open Until: 08/12/2026

Autonomous Pentest Assurance Standard (APAS)
This document is the Core Standard for APAS. It defines the minimum normative concepts, quality dimensions, claim structure, evidence requirements, and interpretation rules for autonomous pentest assurance. Detailed scoring formulas, evaluator run procedures, profile-specific thresholds, benchmark controls, truth-set construction, framework crosswalks, and safety/dangerous-capability evaluation procedures are out of scope for this Core document and SHALL be defined in companion documents. APAS evaluation as defined here assesses the truthfulness and usability of pentest evidence; it does not by itself certify the safety, containment, or misuse resistance of the candidate system, and APAS certification SHALL NOT be represented as a fitness-for-deployment safety assurance.

Contribute to Peer Review

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.
Peer Review Illustration

Open Until: 08/12/2026

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