Implementing an AI Layered Defence Model

This interactive guide explores the "Defense in Depth" strategy for securing AI systems. It breaks down the multi-layered approach required to protect against novel threats like prompt injection and data poisoning, ensuring resilience, integrity, and trust in your AI deployments.

The Six Layers of AI Defense

The model integrates six core security layers, operating in concert to provide a holistic security posture. Click on a layer to explore its components, objectives, and AI-specific controls.

Select a layer to see the details.

Comparative Analysis of AI Controls

AI Security Risk Explorer

Use the filters below to explore the key AI-specific risks, understand their impact, and discover the recommended mitigation strategies as outlined in the layered defense model.

Core Operational Principles

Effective AI security is not just about tools, but about integrating strategic principles throughout the AI lifecycle. Explore the key practices that transform theory into a strong security posture.

Profound Insights for AI Security Strategy

The analysis reveals several transformative understandings that should shape any forward-thinking AI security strategy. These concepts move beyond traditional defense to embrace a more dynamic and collaborative approach.