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AI Security Exposure Management

AI Security Exposure Management

by Service-now.com

Vulnerability management teams can use AI Security Exposure Management to reduce AI attack surface by efficiently remediating security exposures in AI assets.

0 installs 0 reviews v2.1.2 Scoped Application Free-ish (consumes 18 tables) 18 tables
Developer Instance Sub-Production

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First tracked: 2026-03-26 Latest: 2026-09-09 (0 installs)
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2026-09-09 0 -

About

Vulnerability management teams can use AI Security Exposure Management to help them import various types of security exposures in the AI assets including AI model vulnerabilities, AI model validation (automated red teaming) alerts, and AI posture findings (configuration issues in AI agents or tools, etc.) and manage these issues along with other types of exposures in the Unified Security Exposure Management workspace.

The AI Exposures dashboard provides you with a view into the critical security vulnerabilities of your AI attack surface. You have the option to use a generative AI skill to help you determine if any of the threats might be already mitigated and help you prioritize high risk exposures and defer lower risk exposures that have mitigations or guardrails already in place.

Key Features

- Filter three categories of AI exposures that are displayed on a dedicated dashboard in the AI Exposures module in the Unified Security Exposure Management workspace:
- AI vulnerabilities - Vulnerabilities discovered in open source AI models that are published in repositories. These vulnerabilities are detected by third-party AI security tools and imported into AI security exposure management. 
- AI validation findings - Findings from third-party automated penetration testing or automated red teaming done to verify the behavior of some of these models. 
- AI posture findings - Configuration risks identified in AI agents, tools, instruction prompts etc. by third-party AI security tools in platforms such as Microsoft Copilot Studio, AWS, Google Vertex AI etc. 

- Use automated response workflows for prioritization and remediation of AI exposures.
- Supports AI security platform integrations: Cisco AI Defense and Palo Alto Networks Prisma AIRS.
- For customers using Now Assist for Vulnerability response: 
- Ingest data related to runtime guardrails enabled in AI security platforms.
- Use a Now Assist skill to help you determine if any of the model validation findings are mitigated by these guardrails. This generative AI skill can help explain why a guardrail helps mitigate a threat for a particular validation finding. 
- Use an AI agent to help you defer and request exceptions for validation findings with eligible guardrails already in place as identified by the Now Assist skill. You can also chat with the AI agent to help you create exception rules to automatically defer similar findings in the future.
- Supported AI security platforms for this functionality: Cisco AI Defense.

Version History (3)
v2.1.2 2026-08-07 18:59:55
New AI exposure metrics are now available on the dashboard - The home page and dashboard now display aggregated metrics for AI-related exposures,...
v2.0.2 2026-07-09 16:57:13
New: Remediation task support for AI Security Exposure Management findings.    Fixed:  Addressed gaps found in USEM functionality fo...
v2.0.1 2026-06-16 16:53:52
Initial release
ID: ec7a756f8d3b4878b0c6e03f5740cd24 · Published: Aug 2026 · Updated: Sep 09, 2026