# AI Red Team Reporting and Responsible Disclosure

> Master the art of documenting, scoring, and responsibly disclosing AI security vulnerabilities using industry-standard frameworks and professional reporting methodologies.

Canonical: https://codelivly.com/learning-paths/ai-red-team-reporting-responsible-disclosure
Last updated: 2026-10-14

| | |
|---|---|
| Level | Advanced |
| Category | Cybersecurity |
| Rooms | 5 |
| Lessons | 11 |
| Estimated time | 2 h 30 min |

This advanced learning path focuses on the critical final phase of any AI red team engagement: reporting and responsible disclosure. You will learn how to translate complex, probabilistic AI vulnerabilities into clear, actionable business risks using frameworks like the OWASP Top 10 for LLMs and the NIST AI RMF. Master the creation of professional-grade reports, AI-specific vulnerability scoring, and the ethical protocols for coordinating vulnerability disclosure with AI vendors and internal stakeholders.

## Rooms in this path

1. [Structuring an AI Security Assessment Report](https://codelivly.com/rooms/structuring-an-ai-security-assessment-report) - Learn how to structure, format, and write a professional AI security assessment report that translates complex…
2. [Rating Severity for AI-Specific Vulnerabilities](https://codelivly.com/rooms/rating-severity-for-ai-specific-vulnerabilities) - Learn how to accurately assess and score AI-specific vulnerabilities using hybrid frameworks, moving beyond traditional…
3. [Writing Reproducible Proof-of-Concepts for AI Findings](https://codelivly.com/rooms/writing-reproducible-proof-of-concepts-for-ai-findings) - Master the art of creating context-rich, statistically validated, and automated proof-of-concepts for non-deterministic…
4. [Responsible Disclosure Norms for AI Vulnerabilities](https://codelivly.com/rooms/responsible-disclosure-norms-for-ai-vulnerabilities) - Master the ethical, legal, and procedural frameworks for responsibly disclosing AI-specific vulnerabilities to vendors,…
5. [Guided Lab: Writing a Full Report from Capstone Findings](https://codelivly.com/rooms/guided-lab-writing-a-full-report-from-capstone-findings) - A comprehensive, hands-on capstone lab where you will synthesize your AI red team findings into a professional,…

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