Secure by design AI
The increasing number of attacks, the complexity AI brings, compliance requirements, and the need to maintain security posture require a methodology that brings security to the epicenter of introducing new solutions. A term we often use is secure by design, denoting the intentional consideration of security risks and mitigations when building a new solution.
Our secure-by-design AI (SbD AI) methodology is based on Guidelines for secure AI system development, which was jointly developed by the UK and US national cybersecurity agencies NCSC and CISA, respectively. It extends existing secure-by-design approaches in traditional cybersecurity to incorporate Adversarial AI and emphasizes integrating security principles from the earliest stages of AI system development.
SbD AI highlights the need for a proactive approach to security. This approach ensures that AI systems are resilient against threats and aligned with security standards throughout their life cycle...