Assurance, TEVV, Audit and Certification

Covers the technical assurance regime: testing, verification, validation, audit and certification as practices that secure a system's reliability in its context. Excludes evaluation metrics and their frameworks, which belong to 9.1, external audit and conformity assessment as regulatory procedures, which belong to 9.7, and legal liability, which belongs to 14.8.

• 9.1 Measurement Frameworks and Reference Metrics
• 9.7 TEVV, External Audit and Conformity Assessment
• 14.8 Legal Liability, Redress and Post-Deployment Monitoring

• 11.2 Cybersecurity and Adversarial Machine Learning
• 11.3 Physical Safety of Robots, Vehicles and Medical Devices
• 11.4 Interpretability and Model Reverse-Engineering
• 11.5 Deepfakes, Authenticity and Watermarking
• 11.6 Technical and Value Alignment
• 11.7 Incidents and Systemic Risks
• 11.8 Dual Use and Offensive Uses