LLM-Based Compromised User Triage by User
This rule correlates multiple security alerts involving the same user across hosts and data sources, then uses an LLM to analyze whether they indicate account compromise. The LLM evaluates alert patterns, MITRE…
Description
This rule correlates multiple security alerts involving the same user across hosts and data sources, then uses an LLM to analyze whether they indicate account compromise. The LLM evaluates alert patterns, MITRE tactics progression, geographic anomalies, and multi-host activity to provide a verdict and confidence score, helping analysts prioritize users exhibiting indicators of credential theft or unauthorized access.
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.
MITRE ATT&CK mappings
Not mapped to ATT&CK.
References
| Reference | Cited by |
|---|---|
| www.elastic.co/docs/explore-analyze/elastic-inference/eis-supported-models | 7 |
| www.elastic.co/docs/reference/query-languages/esql/esql-commands#esql-completion | 7 |
| www.elastic.co/security-labs/elastic-advances-llm-security | 21 |
From the source
- At source
- Open at source
- Upstream identifier
- 3dc4e312-346b-4a10-b05f-450e1eeab91c
- Tagged by the source as
- Domain: IdentityDomain: LLMResources: Investigation GuideResources: LLMRule Type: Higher-Order RuleUse Case: Identity and Access AuditUse Case: Threat Detection
Licence
- Published under
- Elastic License 2.0Read the licence
- Attribution
- Required
Authorship
- Written by
- Published
- Aug 27, 2026
- Version
- 1