ml-vulnerabilities
OWASP Machine Learning Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in machine learning systems.
معلومات المصدر
- المستودع
- willvelida/biotrackr
- آخر نشاط في المصدر
- ١١ أبريل ٢٠٢٦ في ٠٨:١٢
- لغة SKILL.md المكتشفة
- الإنجليزية
- النجوم
- ٦
- التفرعات
- ٣
خيارات التثبيت
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
مراجعة ملفات المصدر
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
مستكشف الملفات
15 ملفاتعرض SKILL.md
SKILL.md
تعليمات المصدر · معاينة للقراءة فقط- 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`
عرض على GitHub