AI Security and Monitoring
Description
Organizations adopting AI face a number of risks from data leaks, shadow AI, and unsecured outputs.
Detailed example
The AI System outputs risk alerts, compliance reports, and audit logs. It predicts threats, recommends policy adjustment, and semi-autonomously enforces guardrails. It secures data and AI usage via blocking, masking, and context-aware decisions.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
The gateway will secure enterprise AI use by discovering shadow AI, enforcing guardrails, and preventing data spills. Its benefits include improved compliance, reduced risk, real time protection, and enhanced visibility. Organizations are empowered to securely and efficiently adopt AI.
Audit / financial statement impact
This use case collates information provided by or authorized to be collected by an employee as part of network security process. The collated information supports decisions about staffing priorities but is not used to make security-related or employment-related decisions.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
Test data formatted in a fashion to simulate PII/SPII/etc to ensure that the solution properly detects.