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name owasp-ml
description OWASP Machine Learning Top 10 (2023) vulnerability knowledge base for identifying, assessing, and remediating security risks in machine learning systems - Brought to you by microsoft/hve-core.
license CC-BY-SA-4.0
user-invocable false
metadata
authors spec_version framework_revision last_updated skill_based_on content_based_on
OWASP Machine Learning Security Project
1.0
1.0.0
2026-02-16

OWASP ML Top 10 — Skill Entry

This SKILL.md is the entrypoint for the OWASP ML Top 10 skill.

The skill encodes the OWASP Machine Learning Security Top 10 as structured, machine-readable references that an agent can query to identify, assess, and remediate machine learning security risks.

Normative references (ML Top 10)

  1. 00 Vulnerability Index
  2. 01 Input Manipulation Attack
  3. 02 Data Poisoning Attack
  4. 03 Model Inversion Attack
  5. 04 Membership Inference Attack
  6. 05 Model Theft
  7. 06 AI Supply Chain Attacks
  8. 07 Transfer Learning Attack
  9. 08 Model Skewing
  10. 09 Output Integrity Attack
  11. 10 Model Poisoning

Skill layout

  • SKILL.md — this file (skill entrypoint).
  • references/ — the ML Top 10 normative documents.
    • 00-vulnerability-index.md — index of all vulnerability identifiers, categories, and cross-references.
    • 01 through 10 — one document per vulnerability aligned with OWASP ML Security Top 10 numbering.

🤖 Crafted with precision by ✨Copilot following brilliant human instruction, then carefully refined by our team of discerning human reviewers.