Generative AI didn't invent sensitive data leakage, credential sprawl, or uncontrolled SQL execution. It made them faster and harder to catch. The OWASP GenAI Data Security framework makes this explicit: most mitigations point back to access governance, data masking, and audit trails at the infrastructure layer, not the model layer.
This white paper maps each of the 16 OWASP risks to protocol-level controls, tiered honestly as direct, contributing, or adjacent, so security and platform teams know exactly where enforcement matters and where gaps remain.
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OWASP GenAI Data Security Whitepaper
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