ml-vulnerabilities
OWASP Machine Learning Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in machine learning systems.
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- Repository
- willvelida/biotrackr
- Last source activity
- April 11, 2026 at 08:12
- Detected SKILL.md language
- English
- Stars
- 6
- Forks
- 3
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SKILL.md
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- ml-vulnerabilities
- description
- OWASP Machine Learning Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in machine learning systems.
- license
- MIT
- metadata
- {"authors":"OWASP Machine Learning Security Project","spec_version":"1.0","framework_revision":"1.0.0","last_updated":"2026-02-16","skill_based_on":"https://github.com/chris-buckley/agnostic-prompt-standard","content_based_on":"https://owasp.org/www-project-machine-learning-security-top-10/"}
# ML Vulnerabilities — Skill Entry
This `SKILL.md` is the **entrypoint** for the ML Vulnerabilities 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](references/00-vulnerability-index.md)
2. [01 Input Manipulation Attack](references/01-input-manipulation-attack.md)
3. [02 Data Poisoning Attack](references/02-data-poisoning-attack.md)
4. [03 Model Inversion Attack](references/03-model-inversion-attack.md)
5. [04 Membership Inference Attack](references/04-membership-inference-attack.md)
6. [05 Model Theft](references/05-model-theft.md)
7. [06 AI Supply Chain Attacks](references/06-ai-supply-chain-attacks.md)
8. [07 Transfer Learning Attack](references/07-transfer-learning-attack.md)
9. [08 Model Skewing](references/08-model-skewing.md)
10. [09 Output Integrity Attack](references/09-output-integrity-attack.md)
11. [10 Model Poisoning](references/10-model-poisoning.md)
## Skill layout
- `SKILL.md` — this file (skill entrypoint).
- `references/` — the ML Top 10 normative documents.
- `00-vulnerability-index.md` — master index of all vulnerability identifiers, categories, and cross-references.
- `01` through `10` — one document per vulnerability aligned with OWASP ML Security Top 10 numbering.
- `assets/` — reusable format and constants blocks.
- `constants/` — vulnerability catalog and category definitions.
- `constants-ml-catalog-v1.0.0.md`
- `formats/` — output contract examples.
- `format-vulnerability-assessment-v1.0.0.md`
- `format-remediation-checklist-v1.0.0.md`
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