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.
MITRE ATT&CK mappings
0 exclusive techniques.This is coverage no other published rule has; it is not this rule's total technique count.
References
| Reference | Cited by |
|---|---|
| platform.openai.com/docs/compliance | 33 |
| www.elastic.co/docs/reference/integrations/openai_chatgpt_enterprise | 33 |
From the source
- At source
- Open at source
- Upstream identifier
- de41effc-9966-4cae-a5bb-2773bf7f641f
- Tagged by the source as
- Mitre Atlas: AML.T0055Data Source: OpenAI ChatGPT EnterpriseDomain: GenAIPlatform: OpenAIResources: Investigation GuideRule Type: ES|QLService: OpenAI ChatGPT EnterpriseTactic: Credential AccessUse Case: Threat Detection
Licence
- Published under
- Elastic License 2.0Read the licence
- Attribution
- Required
Authorship
- Written by
- Published
- Oct 17, 2026
- Version
- 1