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Systems that must operate in real-time–including AI–are more than just fast, they’re predictable, reliable, and robust. »
How do we know whether our security and robustness requirements for mission-critical AI systems are good enough? »
One of the biggest challenges in creating mission-critical AI is baked into the nature of AI/ML systems themselves. »
The OWASP AI Exchange is an open collaborative project to advance the development of AI security standards and regulations, by providing a comprehensive overview of AI threats, vulnerabilities and controls. Content feeds into standards for the EU AI Act, ISO/IEC 27090 (AI security), the OWASP ML top 10, the OWASP LLM top 10, and OpenCRE. »
A repo for some of the most influential papers, books, & other media on machine learning operations (MLOps), adversarial machine learning, AIML policy and compliance, ++ »