AI Security Audit Checklist — Free Preview

This free preview includes the OWASP LLM Top 10 summary and the critical items checklist. The complete guide contains 120+ audit points across 6 sections: OWASP LLM Top 10, Infrastructure Security, Data Security & Privacy, Operational Security, Model Governance, and RAG-Specific Security.

OWASP LLM Top 10 (2025) — At a Glance:

LLM01: Prompt Injection — System prompts separated from user input, output validation, sandboxing
LLM02: Insecure Output Handling — Treat all model output as untrusted data
LLM03: Training Data Poisoning — Verify data provenance, validate training pipeline access
LLM04: Model DoS — Rate limiting, token caps, resource monitoring
LLM05: Supply Chain — Verify model weights, scan dependencies, generate SBOM
LLM06: Sensitive Information Disclosure — No secrets in prompts, PII redaction, DLP
LLM07: Insecure Plugin Design — Least-privilege plugins, input/output validation
LLM08: Excessive Agency — Human approval for irreversible actions, action logging
LLM09: Overreliance — Label AI content, require human verification for critical decisions
LLM10: Model Theft — Authentication, rate limiting, access-controlled storage

What's in the full checklist (120+ points):

Section 1: OWASP LLM Top 10 (50 points with implementation notes)
Section 2: Infrastructure Security — API, Container, Network, Secrets (30 points)
Section 3: Data Security & Privacy — Data handling, Privacy compliance (16 points)
Section 4: Operational Security — Monitoring, Incident Response, Access Control (18 points)
Section 5: Model Governance — Documentation, Evaluation, Compliance (15 points)
Section 6: RAG-Specific Security (8 points)
Bonus: Audit Summary Template + Quick Reference

Download Full Checklist — Free

Instant download. Markdown format.