ml-vulnerabilities
OWASP Machine Learning Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in machine learning systems.
소스 정보
- 저장소
- willvelida/biotrackr
- 최근 소스 활동
- 2026년 4월 11일 08:12
- 감지된 SKILL.md 언어
- 영어
- 스타
- 6
- 포크
- 3
설치 방법
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
소스 파일 검토
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
파일 탐색기
15 개 파일SKILL.md 표시 중
SKILL.md
소스 지침 · 읽기 전용 미리보기- 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`
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