Suspicious Python Initiated Connection (via network_connection)

title: Suspicious Python Initiated Connection (via network_connection)
id: 8f3263b1-2d3f-5da2-a6ae-9b23559f5a36
status: stable
description: This rule detects a Python process initiating a network connection. While this frequently relates to package installation, it can also indicate a potential hostile script communicating with a C&C server.
references:
    - https://attack.mitre.org/techniques/T1046/
    - https://github.com/redcanaryco/atomic-red-team/blob/f339e7da7d05f6057fdfcdd3742bfcf365fee2a9/atomics/T1046/T1046.md#atomic-test-4---port-scan-using-python
    - https://pypi.org/project/scapy/
author: Huntrule Team
date: 2026-07-06
tags:
    - attack.discovery
    - attack.t1046
logsource:
    category: network_connection
    product: windows
    definition: 'Requirements: Field enrichment is required for the filters to work. As field such as CommandLine and ParentImage are not available by default on this event type'
detection:
    selection:
        Initiated: 'true'
        Image|contains|all:
            - '\python'
            - '.exe'
    filter_optional_conda:
        ParentImage: C:\ProgramData\Anaconda3\Scripts\conda.exe
        CommandLine|contains|all:
            - ':\ProgramData\Anaconda3\Scripts\conda-script.py'
            - 'update'
    filter_optional_conda_jupyter_notebook:
        ParentImage: C:\ProgramData\Anaconda3\python.exe
        CommandLine|contains: 'C:\ProgramData\Anaconda3\Scripts\jupyter-notebook-script.py'
    filter_main_local_communication:
        DestinationIp: 127.0.0.1
        SourceIp: 127.0.0.1
    filter_main_pip:
        CommandLine|contains|all:
            - 'pip.exe'
            - 'install'
    condition: selection and not 1 of filter_main_* and not 1 of filter_optional_*
falsepositives:
    - Unknown
level: medium