Detection: Windows PowerShell Module File Created

Description

Detects the creation of a DLL within the various PowerShell module directories. This can indicate a new module being installed, attempts at ScriptBlock smuggling, or other malicious PowerShell activity utilizing modules. False positives could include installation of legitimate modules.

 1
 2| tstats `security_content_summariesonly`
 3  count min(_time) as firstTime
 4        max(_time) as lastTime
 5
 6from datamodel=Endpoint.Filesystem where
 7
 8Filesystem.action="created"
 9Filesystem.file_path="*\\WindowsPowerShell\\Modules\\*.dll"
10Filesystem.file_name="*.dll"
11
12by Filesystem.dest Filesystem.file_create_time Filesystem.process_path
13   Filesystem.process_guid Filesystem.process_id Filesystem.file_path Filesystem.file_name
14   Filesystem.user Filesystem.vendor_product Filesystem.action
15
16
17| `drop_dm_object_name(Filesystem)`
18
19| `security_content_ctime(firstTime)`
20
21| `security_content_ctime(lastTime)`
22
23| `windows_powershell_module_file_created_filter`

Data Source

Name Platform Sourcetype Source
Sysmon EventID 11 Windows icon Windows 'XmlWinEventLog' 'XmlWinEventLog:Microsoft-Windows-Sysmon/Operational'

Macros Used

Name Value
security_content_ctime convert timeformat="%Y-%m-%dT%H:%M:%S" ctime($field$)
windows_powershell_module_file_created_filter search *
windows_powershell_module_file_created_filter is an empty macro by default. It allows the user to filter out any results (false positives) without editing the SPL.

Annotations

Default Configuration

This detection is configured by default in Splunk Enterprise Security to run with the following settings:

Setting Value
Disabled true
Cron Schedule 0 * * * *
Earliest Time -70m@m
Latest Time -10m@m
Schedule Window auto
Creates Risk Event True
This configuration file applies to all detections of type anomaly. These detections will use Risk Based Alerting.

Implementation

The detection is based on data that originates from Endpoint Detection and Response (EDR) agents. These agents are designed to provide security-related telemetry from the endpoints where the agent is installed. To implement this search, you must ingest logs that contain the process GUID, process name, and parent process. Additionally, you must ingest complete command-line executions. These logs must be processed using the appropriate Splunk Technology Add-ons that are specific to the EDR product. The logs must also be mapped to the Processes node of the Endpoint data model. Use the Splunk Common Information Model (CIM) to normalize the field names and speed up the data modeling process.

Known False Positives

Legitimate installation of approved PowerShell modules may trigger this detection. Verify module sources to reduce false positives.

Associated Analytic Story

Risk Based Analytics (RBA)

Risk Message:

PowerShell module DLL created at $file_path$ on $dest$.

Risk Object Risk Object Type Risk Score Threat Objects
dest system 20 file_path

References

Detection Testing

Test Type Status Dataset Source Sourcetype
Validation Passing N/A N/A N/A
Unit Passing Dataset XmlWinEventLog:Microsoft-Windows-Sysmon/Operational XmlWinEventLog
Integration ✅ Passing Dataset XmlWinEventLog:Microsoft-Windows-Sysmon/Operational XmlWinEventLog

Replay any dataset to Splunk Enterprise by using our replay.py tool or the UI. Alternatively you can replay a dataset into a Splunk Attack Range


Source: GitHub | Version: 1