SAIL

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Monitor: AI Activity Tracing & Telemetry

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Missing Real-time Security Alerts

7.2

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Missing Real-time Security Alerts

sail
7.2
Risk

Missing Real-time Security Alerts

Description

Failure to generate or deliver real-time alerts for critical threats, anomalous activities, or attacks on AI systems.

Example

Model extraction attack in progress but no alert generated or escalated.

Assets Affected

AI platform

Model Inference endpoint

Mitigation
  • Implement real-time security alerting
  • Set clear thresholds
  • Integrate with SIEM/SOAR
  • Test escalation paths
Standards Mapping
  • ISO 42001: A.6.2.6, A.8.4
  • NIST AI RMF: MEASURE 3.1, MANAGE 4.3
  • DASF v2: PLATFORM 12.3