Custom Labels for AI Model Security Scan
Custom Labels for AI Model Security Scans lets you attach key-value metadata to model
scans, enabling teams to organize, filter, and manage security findings at enterprise
scale.
Custom Labels for AI Model Security Scans enables you to attach custom key-value
metadata to your model scans, providing essential organizational context for
enterprise-scale security operations. When you run security scans on your AI models,
the results exist in isolation without the operational context your security teams
need to effectively triage, assign, and remediate findings. This feature allows you
to categorize scan results based on your specific organizational requirements,
whether you need to distinguish between production and development environments,
assign ownership to specific teams, track compliance framework requirements, or
integrate with your existing CI/CD workflows.
Key Benefits:- Flexible Labeling Options—Attach custom labels to scan results
either at scan time through the API and SDK or retroactively through the
user interface, accommodating both automated and manual workflows.
- Simple Schema-Free Format—Uses straightforward string key-value pairs
that adapt to diverse organizational structures without enforcing rigid
schemas (such as, "environment:production", "team:ml-platform",
"compliance:SOC2").
- Rich Contextual Categorization—Apply multiple custom labels to each
scan result, creating comprehensive categorization that reflects your
operational reality.
- Powerful Filtering Capabilities—Quickly isolate scan results by any
combination of criteria rather than manually tracking which scans belong to
which systems or teams.
- Compliance and Audit Support—Generate targeted audit reports for
specific regulatory frameworks, enabling compliance teams to focus on
relevant security findings.
- Team-Specific Focus—Allow security teams to prioritize production
environment issues while development teams correlate scan results with their
deployment pipelines.
- Seamless Integration—Comprehensive API support enables automated
custom labelling in CI/CD systems while providing intuitive user interface
controls for manual management.
- Enterprise Scalability—Essential for scaling Model Security across
enterprise environments where hundreds or thousands of scans must be
efficiently categorized, filtered, and acted upon by distributed teams with
varying responsibilities and access requirements.
