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Explore the unique security challenges facing generative AI development in this 12-minute conference talk that examines how AI security differs from traditional application security frameworks. Learn about the fundamental security considerations when deploying generative AI in production environments and discover how various communities are collaborating to develop comprehensive solutions. Compare different approaches being taken by organizations like OpenSSF and OPEA Security Working Group, along with other industry collaborations, to address AI-specific security vulnerabilities. Gain practical insights into implementing appropriate security controls for AI applications by understanding how security practitioners and AI researchers are working together through open source communities and working groups to create frameworks that address the rapid evolution of generative AI technology.
