# audit
13 articlestagged with “audit”
Skill Verification: Governance Audit
Hands-on verification of AI governance audit skills including framework application and gap analysis.
Capstone: AI Governance Audit
Capstone exercise: conduct a full AI governance audit covering compliance, risk, and operational controls.
Capstone: Conduct a Full Model Security Audit
Perform a comprehensive security audit of an LLM deployment covering model behavior, API security, data handling, access controls, and compliance alignment.
Capstone: ML Supply Chain Audit
Capstone exercise: conduct a complete ML supply chain security audit for an organization.
July 2026: Supply Chain Audit Challenge
Audit an ML project's entire supply chain for security issues including dependencies, model provenance, data pipelines, training infrastructure, and deployment artifacts.
AI Audit Methodologies
Structured methodologies for auditing AI systems covering technical, organizational, and compliance dimensions.
AI Audit Methodology
Comprehensive methodology for auditing AI systems including planning, evidence collection, testing procedures, report templates, and integration with red team assessments.
AI Compliance Tools Overview
Overview of tools, methodologies, and frameworks for maintaining AI compliance, including risk assessment, audit methodology, and continuous compliance monitoring.
SOC 2 for AI Systems
SOC 2 trust services criteria applied to AI systems, AI-specific controls, audit considerations, and how red teaming supports SOC 2 compliance for AI-powered services.
SEC and Financial AI Regulation
Regulatory framework for AI in financial services including SEC guidance, model risk management under SR 11-7, explainability requirements, audit trail obligations, and implications for red team testing.
Lab: Supply Chain Audit
Audit an ML project's dependencies for vulnerabilities, covering model files, Python packages, container images, and training data provenance.
Full Engagement: ML Supply Chain Audit
End-to-end engagement walkthrough for auditing an organization's ML model supply chain security.
Preparing for ISO 42001 AI Management System Audit
Advanced walkthrough for preparing organizations for ISO 42001 AI management system audits, covering control assessment, evidence preparation, gap remediation, and audit readiness.