ai-linkmo/byo/data/owasp_ml_top_10.yaml at main · noelmcloughlin/ai-linkmo · GitHub

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# AUTOGENERATED by linkml/scripts/build_finos_data.py.
# Source: docs/_data/owasp-ml.yml
# Format: ai-atlas-nexus Container YAML (RiskTaxonomy + Risk rows (OWASP ML Security Top 10).)
taxonomies:
  - id: owasp-ml-top-10-2023
    name: OWASP Machine Learning Security Top 10 (2023)
    description: >-
      OWASP-published top-10 list of the most critical security risks facing machine-learning
      systems, 2023 edition.
    type: RiskTaxonomy
    url: https://owasp.org/www-project-machine-learning-security-top-10/
    version: '2023'
    hasDocumentation:
      - owasp-ml-top-10
    dateCreated: '2026-06-25'


documents:
  - id: owasp-ml-top-10
    name: OWASP Machine Learning Security Top 10 project
    description: >-
      OWASP Machine Learning Security Top 10 project landing page.
    author: OWASP
    url: https://owasp.org/www-project-machine-learning-security-top-10/
    dateCreated: '2026-06-25'


entries:
  - id: owasp-ml-top-10-2023-ml01-2023
    name: ML01:2023 Input Manipulation Attack
    description: 'OWASP ML Security Top 10 risk: ML01:2023 Input Manipulation Attack.'
    type: Risk
    isDefinedByTaxonomy: owasp-ml-top-10-2023
    hasDocumentation:
      - owasp-ml-top-10
    url: https://owasp.org/www-project-machine-learning-security-top-10/docs/ML01_2023-Input_Manipulation_Attack.html
    dateCreated: '2026-06-25'

  - id: owasp-ml-top-10-2023-ml02-2023
    name: ML02:2023 Data Poisoning Attack
    description: 'OWASP ML Security Top 10 risk: ML02:2023 Data Poisoning Attack.'
    type: Risk
    isDefinedByTaxonomy: owasp-ml-top-10-2023
    hasDocumentation:
      - owasp-ml-top-10
    url: https://owasp.org/www-project-machine-learning-security-top-10/docs/ML02_2023-Data_Poisoning_Attack.html
    dateCreated: '2026-06-25'

  - id: owasp-ml-top-10-2023-ml03-2023
    name: ML03:2023 Model Inversion Attack
    description: 'OWASP ML Security Top 10 risk: ML03:2023 Model Inversion Attack.'
    type: Risk
    isDefinedByTaxonomy: owasp-ml-top-10-2023
    hasDocumentation:
      - owasp-ml-top-10
    url: https://owasp.org/www-project-machine-learning-security-top-10/docs/ML03_2023-Model_Inversion_Attack.html
    dateCreated: '2026-06-25'

  - id: owasp-ml-top-10-2023-ml04-2023
    name: ML04:2023 Membership Inference Attack
    description: 'OWASP ML Security Top 10 risk: ML04:2023 Membership Inference
      Attack.'
    type: Risk
    isDefinedByTaxonomy: owasp-ml-top-10-2023
    hasDocumentation:
      - owasp-ml-top-10
    url: https://owasp.org/www-project-machine-learning-security-top-10/docs/ML04_2023-Membership_Inference_Attack.html
    dateCreated: '2026-06-25'

  - id: owasp-ml-top-10-2023-ml05-2023
    name: ML05:2023 Model Theft
    description: 'OWASP ML Security Top 10 risk: ML05:2023 Model Theft.'
    type: Risk
    isDefinedByTaxonomy: owasp-ml-top-10-2023
    hasDocumentation:
      - owasp-ml-top-10
    url: https://owasp.org/www-project-machine-learning-security-top-10/docs/ML05_2023-Model_Theft.html
    dateCreated: '2026-06-25'

  - id: owasp-ml-top-10-2023-ml06-2023
    name: ML06:2023 ML Supply Chain Attacks
    description: 'OWASP ML Security Top 10 risk: ML06:2023 ML Supply Chain Attacks.'
    type: Risk
    isDefinedByTaxonomy: owasp-ml-top-10-2023
    hasDocumentation:
      - owasp-ml-top-10
    url: https://owasp.org/www-project-machine-learning-security-top-10/docs/ML06_2023-AI_Supply_Chain_Attacks.html
    dateCreated: '2026-06-25'

  - id: owasp-ml-top-10-2023-ml07-2023
    name: ML07:2023 Transfer Learning Attack
    description: 'OWASP ML Security Top 10 risk: ML07:2023 Transfer Learning Attack.'
    type: Risk
    isDefinedByTaxonomy: owasp-ml-top-10-2023
    hasDocumentation:
      - owasp-ml-top-10
    url: https://owasp.org/www-project-machine-learning-security-top-10/docs/ML07_2023-Transfer_Learning_Attack.html
    dateCreated: '2026-06-25'

  - id: owasp-ml-top-10-2023-ml08-2023
    name: ML08:2023 Model Skewing
    description: 'OWASP ML Security Top 10 risk: ML08:2023 Model Skewing.'
    type: Risk
    isDefinedByTaxonomy: owasp-ml-top-10-2023
    hasDocumentation:
      - owasp-ml-top-10
    url: https://owasp.org/www-project-machine-learning-security-top-10/docs/ML08_2023-Model_Skewing.html
    dateCreated: '2026-06-25'

  - id: owasp-ml-top-10-2023-ml09-2023
    name: ML09:2023 Output Integrity Attack
    description: 'OWASP ML Security Top 10 risk: ML09:2023 Output Integrity Attack.'
    type: Risk
    isDefinedByTaxonomy: owasp-ml-top-10-2023
    hasDocumentation:
      - owasp-ml-top-10
    url: https://owasp.org/www-project-machine-learning-security-top-10/docs/ML09_2023-Output_Integrity_Attack.html
    dateCreated: '2026-06-25'

  - id: owasp-ml-top-10-2023-ml10-2023
    name: ML10:2023 Model Poisoning
    description: 'OWASP ML Security Top 10 risk: ML10:2023 Model Poisoning.'
    type: Risk
    isDefinedByTaxonomy: owasp-ml-top-10-2023
    hasDocumentation:
      - owasp-ml-top-10
    url: https://owasp.org/www-project-machine-learning-security-top-10/docs/ML10_2023-Model_Poisoning.html
    dateCreated: '2026-06-25'