‘Secure By Design’ and Artificial Intelligence – What has been learned so far…?

White Paper

02 Jan 2025

As Artificial Intelligence (AI) continues to revolutionise industries, adopting a "Secure By Design" approach has emerged as a critical necessity. Missteps, such as those seen in Microsoft's Tay chatbot and Amazon's recruitment tool, illustrate the severe reputational, operational, and financial risks posed by inadequate AI governance. In high-stakes environments like Defence and Security, a Secure By Design mindset ensures that systems are robust, resilient, and aligned with minimal-risk tolerances.

Why Secure By Design Matters

From poor data quality to insufficient risk management, AI development and deployment must be approached holistically. By embedding security throughout the entire lifecycle—design, development, and deployment—organisations can mitigate vulnerabilities, minimise attack surfaces, and maintain system integrity even in complex and dynamic environments. This paper highlights best practices, real-world examples, and actionable strategies for integrating Secure By Design principles.

What You'll Learn

  • The critical lessons from historic AI failures

  • How to apply Secure By Design principles across AI systems

  • The role of governance and regulation in mitigating AI risks

  • Practical guidance for implementing security at every stage of AI development

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