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GCP Vertex AI Repeated Assistant Refusals

Elastic Detection Rules

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Summary
This rule detects potential abuse of Google Cloud Vertex AI by monitoring Vertex AI GenerateContent responses that refuse to comply. It looks for three or more assistant refusals within a 60-minute lookback, aggregated by Vertex AI model and project. Refusals are identified by STOP finish_reason in the response and by specific refusal phrases in the assistant text (e.g.,
Categories
  • Cloud
  • GCP
Data Sources
  • Cloud Service
Created: 2026-10-02