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OpenAI ChatGPT Enterprise Codex Prompt Containing Credentials

Detects ChatGPT Enterprise Codex prompt or response text that matches known credential patterns. Secrets pasted into Codex sessions can be retained in compliance logs and may be reused by agent tool calls.

Detection logic

Its licence does not clear it for publishing here

Sunturai publishes a detection's own text where the licence it arrived under has been reviewed and permits it, and Elastic License 2.0 has not. The query as its source wrote it, its canonical form and the hash that pins this revision are in the workspace record.

Detection requirements

Platform
ContainersIaaSIdentity ProviderLinuxmacOSNetwork DevicesOffice SuiteSaaSWindows

The rule states no platform. This is derived from the ATT&CK technique it maps to.

Known benign triggers

  • Developers may paste example keys while debugging or documenting integrations.

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