Python Site Hooks Creation During Package Installation

 Original Source: [splunk source]
Name:Python Site Hooks Creation During Package Installation
id:efaf40f5-779f-4b48-a941-b7d1a7c931ed
version:1
date:None
author:Onur Mustafa Erdogan, Splunk
status:production
type:TTP
Description:The following analytic detects the creation of a Python site hook file (`sitecustomize.py` or `usercustomize.py`) within a `site-packages`/`dist-packages` directory in conjunction with a package installation process. Python's `site` module loads these hooks from directories on `sys.path` before Python is executed. If an adversary manipulates or plants one of these files, they can hijack the Python environment and execute their payload with every Python invocation, achieving persistence on the victim endpoint. The VIPERTUNNEL backdoor was reported to abuse site hooks in order to import and trigger DLL execution. If confirmed malicious, this could result in arbitrary code execution every time Python is invoked on the compromised host.
Data_source:
  • -Sysmon EventID 1 AND Sysmon EventID 11
search:`sysmon`
EventID IN (1,11)
(
process="* install *"
OR
(
action="created"
file_path="*-packages\\*"
file_path IN ("*sitecustomize.py", "*usercustomize.py")
)
)

| stats count min(_time) as firstTime
max(_time) as lastTime
values(parent_process_id) as parent_process_id
values(parent_process_path) as parent_process_path
values(parent_process_name) as parent_process_name
values(parent_process) as parent_process
values(process_path) as process_path
values(process_name) as process_name
values(process) as process
values(file_path) as file_path
values(file_name) as file_name
dc(EventID) as dc_event_id
by dest source process_id

| search dc_event_id>1

| table firstTime lastTime
parent_process_id parent_process_path parent_process_name parent_process
process_id process_path process_name process
file_path file_name
dest source

| `security_content_ctime(firstTime)`
| `security_content_ctime(lastTime)`
| `python_site_hooks_creation_during_package_installation_filter`


how_to_implement:This detection requires Sysmon event logs. Configure your environment to ingest Sysmon process creation (EventID 1) and file creation (EventID 11) events, ensuring that file creation events are collected for files with the .py extension. Ingest the data via the appropriate Splunk Technology Add-on and normalize field names using the Splunk Common Information Model (CIM).
known_false_positives:Some legitimate tooling and environment managers create or modify `sitecustomize.py`/`usercustomize.py` as part of normal setup. Investigate the file contents and parent process to determine legitimacy.
References:
  -https://blog.talosintelligence.com/the-serpents-tongue-luring-the-python-out-of-its-den/
drilldown_searches:
 name:'View the detection results for - "$dest$"'
 search:'%original_detection_search% | search dest = "$dest$"'
 earliest_offset:'$info_min_time$'
 latest_offset:'$info_max_time$'
 name:'View risk events for the last 7 days for - "$dest$"'
 search:'| from datamodel Risk.All_Risk | search normalized_risk_object IN ("$dest$") | stats count min(_time) as firstTime max(_time) as lastTime values(search_name) as "Search Name" values(risk_message) as "Risk Message" values(analyticstories) as "Analytic Stories" values(annotations._all) as "Annotations" values(annotations.mitre_attack.mitre_tactic) as "ATT&CK Tactics" by normalized_risk_object | `security_content_ctime(firstTime)` | `security_content_ctime(lastTime)`'
 earliest_offset:'7d'
 latest_offset:'0'
analytic_story:['Malicious Python Package Installation', 'Compromised Windows Host', 'Windows Persistence Techniques']

asset_type:Endpoint

mitre_attack_id:['T1546', 'T1195.002']

product:['Splunk Enterprise', 'Splunk Enterprise Security', 'Splunk Cloud']

category:endpoint

security_domain:endpoint

tags:

tests:
 name:'True Positive Test'
 attack_data:
  data: https://media.githubusercontent.com/media/splunk/attack_data/master/datasets/attack_techniques/T1546/python_site_hooks_creation/python_site_hooks_creation.log
  source: XmlWinEventLog:Microsoft-Windows-Sysmon/Operational
  sourcetype: XmlWinEventLog
 test_type:'unit'
manual_test:None