| ID | Technique | Tactic |
|---|---|---|
| T1036.003 | Rename Legitimate Utilities | Stealth |
| T1059.006 | Python | Execution |
Detection: Windows Renamed Python Binary was Executed
Description
The following analytic identifies a Python process being executed where it's process name does not match it's original file name attribute. Processes that have been renamed and executed may be an indicator that an adversary is attempting to evade defenses or execute malicious code.
Search
1
2| tstats `security_content_summariesonly`
3 count min(_time) AS firstTime
4 max(_time) AS lastTime
5
6FROM datamodel=Endpoint.Processes WHERE
7
8Processes.original_file_name IN (
9 "py*",
10 "python*",
11 "ipyw*"
12)
13
14NOT Processes.process_name IN ("dwagent.exe", "WinUtils.exe")
15
16by Processes.action Processes.dest Processes.original_file_name Processes.parent_process
17 Processes.parent_process_exec Processes.parent_process_guid Processes.parent_process_id
18 Processes.parent_process_name Processes.parent_process_path
19 Processes.process Processes.process_exec Processes.process_guid
20 Processes.process_hash Processes.process_id Processes.process_integrity_level
21 Processes.process_name Processes.process_path
22 Processes.user Processes.user_id Processes.vendor_product
23
24
25| `drop_dm_object_name(Processes)`
26
27
28| eval original_file_name=lower(original_file_name)
29
30
31| regex original_file_name="(?i)^(?:py
32|pyw
33|python
34|pythonw
35|python32
36|python64
37|pythonw32
38|pythonw64
39|ipyw32
40|ipyw64
41|python3
42|pythonw3
43|python3\.\w+
44|pythonw3\.\w+)\.exe$"
45
46
47| regex process_name!="(?i)^(?:py
48|pyw
49|pip
50|pip3
51|python
52|pythonw
53|python32
54|python64
55|pythonw32
56|pythonw64
57|ipyw32
58|ipyw64
59|python3
60|pythonw3
61|python3\.\w+
62|pythonw3\.\w+
63|pip3\.\w+
64|idle3\.\w+)\.exe$"
65
66
67| `security_content_ctime(firstTime)`
68
69| `security_content_ctime(lastTime)`
70
71| `windows_renamed_python_binary_was_executed_filter`
Data Source
| Name | Platform | Sourcetype | Source |
|---|---|---|---|
| Sysmon EventID 1 | 'XmlWinEventLog' |
'XmlWinEventLog:Microsoft-Windows-Sysmon/Operational' |
|
| CrowdStrike ProcessRollup2 | Other | 'crowdstrike:events:sensor' |
'crowdstrike' |
Macros Used
| Name | Value |
|---|---|
| security_content_ctime | convert timeformat="%Y-%m-%dT%H:%M:%S" ctime($field$) |
| windows_renamed_python_binary_was_executed_filter | search * |
windows_renamed_python_binary_was_executed_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 Finding (Notable) | No |
| Creates Intermediate Finding (Risk Event) | Yes |
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
Various Python implementations might have a different executable name, which could trigger false positives.
Associated Analytic Story
Intermediate Findings
| Message | Entity Field | Entity Type | Risk Score |
|---|---|---|---|
| Python binary [$original_file_name$] was renamed as [$process_path$] and later executed on [$dest$] | dest | system | 20 |
Threat Objects
| Field | Type |
|---|---|
| process_name | process_name |
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