ml-vulnerabilities
OWASP Machine Learning Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in machine learning systems.
Quellinformationen
- Repository
- willvelida/biotrackr
- Letzte Quellaktivität
- 11. April 2026 um 08:12
- Erkannte Sprache von SKILL.md
- Englisch
- Sterne
- 6
- Forks
- 3
Installationsoptionen
Standardmäßig ist der Prompt ausgewählt, der zuerst die Quelle prüft. Sie können zu einem direkten Befehl wechseln oder eine lokale Kopie herunterladen.
Quelldateien prüfen
Lesen Sie SKILL.md und alle von SkillsMP angezeigten Begleitdateien, bevor Sie sich für eine Installation entscheiden.
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SKILL.md
Quellanweisungen · Schreibgeschützte Vorschau- name
- 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`
Auf GitHub ansehen