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Where AI Security Risk Fits Into Model Risk Management Where AI security risk fits into model risk management depends on how the organization defines model failure. If model risk is limited to statistical error, AI…
Read MoreManaging AI Security Risks Within Model Risk Control Managing AI security risks within model risk control requires leaders to look beyond whether a model is statistically sound. A model can pass validation and still…
Read MoreSecurity and Compliance Controls for Governed AI Deployment Security and compliance controls for governed AI deployment must be designed around the system's real authority. An AI assistant that retrieves approved…
Read MoreImplementing AI Governance Across Security and Compliance Programs Implementing AI governance across security and compliance programs becomes difficult when different teams govern the same AI system through separate…
Read MoreAI Governance for Security and Compliance: What to Put in Place First AI governance for security and compliance should begin before teams argue about policy templates or committee structure. The first priority is to…
Read MoreManaging AI Security Risks: A Governance Plan for Compliance Teams Managing AI security risks requires compliance teams to connect policy expectations with the way AI systems actually operate. A governance plan should…
Read MoreGovernance for AI Security Risks: Priorities for Risk and Compliance Teams Governance for AI security risks should help risk and compliance teams decide where to focus first. AI systems can touch sensitive data,…
Read MoreAI Security Risk Governance Plan for Risk and Compliance Teams An AI security risk governance plan gives risk and compliance teams a way to move from general concern about AI to specific operating controls. The plan…
Read MoreProtecting Data in Generative AI Programs: Deployment Priorities Protecting data in generative AI programs becomes harder when the system is useful, because useful systems connect to real enterprise information. They…
Read MoreGenerative AI Deployment: Data Protection and AI Controls to Review Generative AI deployment changes how enterprise information is requested, combined, and presented. That creates a control challenge: data that was…
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