Integrating AI Safely - Automating AI Failure Mode Testing in DevSecOps Pipelines

Integrating AI Safely - Automating AI Failure Mode Testing in DevSecOps Pipelines

Learn how to automate AI failure mode testing within DevSecOps pipelines in this 16-minute conference talk from DevSecCon24. Explore the unique security and trust challenges that arise when integrating AI into applications, moving beyond traditional unit tests to address AI-specific vulnerabilities. Discover strategies for identifying potential AI failure modes, implementing automated testing processes, and generating metrics that serve as security gates in your development pipeline. Master techniques for ensuring AI-enhanced applications remain secure and reliable while avoiding system vulnerabilities, enabling organizations to safely leverage AI capabilities for improved productivity and cost reduction.