"A relatively new security layer, AI security posture management (AI-SPM) can help organizations identify and reduce risks related to their use of AI, especially large language models. It constantly finds, evaluates, and fixes security and compliance risks throughout the organization's AI footprint. By making opaque AI interactions transparent and manageable, AI-SPM allows businesses to innovate with confidence, knowing their AI systems are secure, governed, and in line with policy."
"To ensure AI is adopted securely and responsibly, AI-SPM functions like a security stack, inspecting and controlling related traffic for preventing unauthorized access, unsafe outputs and policy violations. It offers clear visibility into models, agents, and AI activities across the business; making real-time security and compliance checks to keep AI usage within set limits, and follows accepted frameworks like OWASP, NIST, and MITRE. Eventually, we'll see AI-SPM integrated into existing security controls with the aim of enabling better detection and response to AI-related ops and incidents."
AI security posture management (AI-SPM) continuously discovers, evaluates, and remediates security and compliance risks across an organization’s AI footprint, with particular focus on large language models. AI-SPM makes opaque AI interactions transparent and manageable, enabling secure and governed innovation. AI-SPM operates like a security stack by inspecting and controlling AI-related traffic to prevent unauthorized access, unsafe outputs, and policy violations. AI-SPM provides visibility into models, agents, and AI activities and performs real-time security and compliance checks, mapping to frameworks such as OWASP, NIST, and MITRE. Practical defenses include detecting prompt injection, preventing data exposure, and blocking unsafe outputs.
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