Spike in AWS Error Messages
A machine learning job detected a significant spike in the rate of a particular error in the CloudTrail messages. Spikes in error messages may accompany attempts at privilege escalation, lateral movement, or discovery.
Detection logic
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Detection requirements
- Platform
- IaaSIdentity ProviderOffice SuiteSaaS
The rule states no platform. This is derived from the 2 ATT&CK techniques it maps to.
Known benign triggers
- Spikes in error message activity can also be due to bugs in cloud automation scripts or workflows; changes to cloud automation scripts or workflows; adoption of new services; changes in the way services are used; or changes to IAM privileges.
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 |
|---|---|
| www.elastic.co/guide/en/security/current/prebuilt-ml-jobs.html | 103 |
From the source
- At source
- Open at source
- Upstream identifier
- 78d3d8d9-b476-451d-a9e0-7a5addd70670
- Tagged by the source as
- Data Source: Amazon Web ServicesData Source: AWSDomain: CloudPlatform: AWSResources: Investigation GuideRule Type: Machine LearningRule Type: ML
Licence
- Published under
- Elastic License 2.0Read the licence
- Attribution
- Required
Authorship
- Written by
- Published
- Sep 20, 2026
- Version
- 2