"In the era of rapidly advancing artificial intelligence (AI) and cloud technologies, organizations are increasingly implementing security measures to protect sensitive data and ensure regulatory compliance. Among these measures, AI-SPM (AI Security Posture Management) solutions have gained traction to secure AI pipelines, sensitive data assets, and the overall AI ecosystem. These solutions help organizations identify risks, control security policies, and protect data and algorithms critical to their operations."
"However, not all AI-SPM tools are created equal. When evaluating potential solutions, organizations often struggle to pinpoint which questions to ask to make an informed decision. To help you navigate this complex space, here are five critical questions every organization should ask when selecting an AI-SPM solution: 1: Does the solution offer comprehensive visibility and control over AI and associated data risk?"
Organizations need AI-SPM solutions that secure AI pipelines, sensitive data assets, and the overall AI ecosystem to protect data and ensure regulatory compliance. Comprehensive visibility and control over models, datasets, and infrastructure are essential to mitigate compliance, unauthorized use, and data exposure risks. Seamless model discovery and a centralized inventory enable monitoring of model usage, policy enforcement, and proactive vulnerability remediation. Gaps in visibility or control increase exposure to security breaches and compliance violations. AI-SPM must identify and remediate AI-specific risks in the context of enterprise data, enabling businesses to protect sensitive information and optimize AI operations.
Read at The Hacker News
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