Python Inline Command Execution

Status: test
Severity: medium
Log source: product windows, category process_creation
Author: Nasreddine Bencherchali (Nextron Systems)
Source: github.com/SigmaHQ/sigma

Detects execution of python using the "-c" flag. This is could be used as a way to launch a reverse shell or execute live python code.

MITRE ATT&CK coverage

Tactic	Techniques
Execution	`T1059` Command and Scripting Interpreter

Event coverage

Provider	Event	Title
Sysmon	Event ID 1	Process creation

Rule body yaml

title: Python Inline Command Execution
id: 899133d5-4d7c-4a7f-94ee-27355c879d90
status: test
description: Detects execution of python using the "-c" flag. This is could be used as a way to launch a reverse shell or execute live python code.
references:
    - https://docs.python.org/3/using/cmdline.html#cmdoption-c
    - https://www.revshells.com/
    - https://pentestmonkey.net/cheat-sheet/shells/reverse-shell-cheat-sheet
author: Nasreddine Bencherchali (Nextron Systems)
date: 2023-01-02
modified: 2025-10-07
tags:
    - attack.execution
    - attack.t1059
logsource:
    category: process_creation
    product: windows
detection:
    selection_img:
        - OriginalFileName: 'python.exe'
        - Image|endswith:
              - 'python.exe' # no \ bc of e.g. ipython.exe
              - 'python3.exe'
              - 'python2.exe'
    selection_cli:
        CommandLine|contains: ' -c'
    filter_main_python_1: # Based on baseline
        ParentImage|startswith:
            - 'C:\Program Files\Python'
            - 'C:\Program Files (x86)\Python'
        ParentImage|endswith: '\python.exe'
        ParentCommandLine|contains: '-E -s -m ensurepip -U --default-pip'
    filter_main_python_trace: # Based on baseline
        ParentImage|startswith:
            - 'C:\Program Files\Python'
            - 'C:\Program Files (x86)\Python'
        CommandLine|contains|all:
            # CommandLine: \"C:\\Program Files\\Python312\\python.exe\" -W ignore::DeprecationWarning -c \"\nimport runpy\nimport sys\nsys.path = ['C:\\\\Users\\\\User\\\\AppData\\\\Local\\\\Temp\\\\tmpdakwn6aj\\\\pip-23.2.1-py3-none-any.whl'] + sys.path\nsys.argv[1:] = ['install', '--no-cache-dir', '--no-index', '--find-links', 'C:\\\\Users\\\\User\\\\AppData\\\\Local\\\\Temp\\\\tmpdakwn6aj', '--upgrade', 'pip']\nrunpy.run_module(\\\"pip\\\", run_name=\\\"__main__\\\", alter_sys=True)\n\
            - '-W ignore::DeprecationWarning'
            - "['install', '--no-cache-dir', '--no-index', '--find-links',"
            - "'--upgrade', 'pip'"
    filter_optional_vscode:
        - ParentImage|endswith: '\AppData\Local\Programs\Microsoft VS Code\Code.exe'
        - ParentImage:
              - 'C:\Program Files\Microsoft VS Code\Code.exe'
              - 'C:\Program Files (x86)\Microsoft VS Code\Code.exe'
    filter_optional_pip:
        CommandLine|contains|all:
            - '<pip-setuptools-caller>'
            - 'exec(compile('
    condition: all of selection_* and not 1 of filter_main_* and not 1 of filter_optional_*
falsepositives:
    - Python libraries that use a flag starting with "-c". Filter according to your environment
level: medium

Stages and Predicates

Stage 0: `condition`

all of selection_* and not 1 of filter_main_* and not 1 of filter_optional_*

Stage 1: `selection_img`

selection_img:
    - OriginalFileName: 'python.exe'
    - Image|endswith:
          - 'python.exe'
          - 'python3.exe'
          - 'python2.exe'

Stage 2: `selection_cli`

selection_cli:
    CommandLine|contains: ' -c'

Stage 3: `not filter_main_*`

filter_main_python_1:
    ParentImage|startswith:
        - 'C:\Program Files\Python'
        - 'C:\Program Files (x86)\Python'
    ParentImage|endswith: '\python.exe'
    ParentCommandLine|contains: '-E -s -m ensurepip -U --default-pip'
filter_main_python_trace:
    ParentImage|startswith:
        - 'C:\Program Files\Python'
        - 'C:\Program Files (x86)\Python'
    CommandLine|contains|all:
        - '-W ignore::DeprecationWarning'
        - "['install', '--no-cache-dir', '--no-index', '--find-links',"
        - "'--upgrade', 'pip'"

Stage 4: `not filter_optional_*`

filter_optional_vscode:
    - ParentImage|endswith: '\AppData\Local\Programs\Microsoft VS Code\Code.exe'
    - ParentImage:
          - 'C:\Program Files\Microsoft VS Code\Code.exe'
          - 'C:\Program Files (x86)\Microsoft VS Code\Code.exe'
filter_optional_pip:
    CommandLine|contains|all:
        - '<pip-setuptools-caller>'
        - 'exec(compile('

Exclusions

Top-level NOT(...) conjuncts: predicates this rule actively suppresses.

Field	Kind	Excluded values
`ParentImage`	starts_with	`C:\Program Files (x86)\Python`
`ParentImage`	starts_with	`C:\Program Files\Python`
`CommandLine`	match	`'--upgrade', 'pip'`
`CommandLine`	match	`-W ignore::DeprecationWarning`
`CommandLine`	match	`['install', '--no-cache-dir', '--no-index', '--find-links',`
`ParentImage`	starts_with	`C:\Program Files (x86)\Python`
`ParentImage`	starts_with	`C:\Program Files\Python`
`ParentCommandLine`	match	`-E -s -m ensurepip -U --default-pip`
`ParentImage`	ends_with	`\python.exe`
`CommandLine`	match	`<pip-setuptools-caller>`
`CommandLine`	match	`exec(compile(`
`ParentImage`	ends_with	`\AppData\Local\Programs\Microsoft VS Code\Code.exe`
`ParentImage`	eq	`C:\Program Files (x86)\Microsoft VS Code\Code.exe`
`ParentImage`	eq	`C:\Program Files\Microsoft VS Code\Code.exe`

Indicators

Each row is a field, operator, and value that the rule matches. The corpus column counts how many other rules in the catalog look for the same combination: high numbers point to widely-used, community-vetted indicators. Blank or 1 shows that the indicator is specific to this rule.

Field	Kind	Values
`CommandLine`	match	`-c` corpus 5 (sigma 5)
`Image`	ends_with	`python.exe` corpus 2 (sigma 2) `python2.exe` corpus 2 (sigma 2) `python3.exe` corpus 2 (sigma 2)
`OriginalFileName`	eq	`python.exe`

`j` / `k`	Scroll down / up
`d` / `u`	Half-page down / up
`gg` / `G`	Top / bottom
`h` / `l`	History back / forward
`f`	Follow link (`Shift` = new tab)
`/`	Focus search
`?`	Toggle this help
`↑` / `↓`	Navigate search results
`Enter`	Open highlighted result
`Esc`	Close results / dialog

`type:`	`events` / `rules` / `providers`
`vendor:`	`sigma` / `elastic` / `splunk` / `kusto` / `chronicle` (vendor name alone also works: `sigma:`, `kql:`, `secops:`…)
`tactic:`	TA-id, slug, or name: `credential_access`, `TA0006`
`technique:`	technique or sub-technique ID: `T1003`, `T1003.001` (alias `tech:`)
`severity:`	`critical` / `high` / `medium` / `low` / `informational` (alias `sev:`)
`risk_score`	Numeric comparison on the Elastic risk score (0 to 100): `risk_score>50`, `risk_score<=20`, `risk_score=99` (alias `risk`; Elastic rules only)
`stages:`	Rules with exactly N pipeline stages
`correlation:`	`single_event` / `sequence` / `alternatives` / `alternatives_cross_log` / `all_required` / `correlated`
`with:`	Co-occurrence event-id; stacks (`with:4624 with:4769`) to require all, while a comma list in one occurrence (`with:4624,4769`) is an either-or group. Implies multi-event
`like:`	Structural neighbors of a rule slug (equivalents + subsumption stricter / broader): `like:comsvcs_lsass_memory_dump-splunk-sysmon`
`groupby:`	Entity-grouping substring match against `group_by_keys`: `groupby:user`, `groupby:host`
`uses:`	Rules whose predicate tree touches the field (any kind, any value): `uses:CommandLine`
`excludes:`	Rules with top-level `not()` clauses on the field (FP whitelists): `excludes:ParentImage`
`field:` / `value:`	Predicate search; narrows rule cards to those with a matching leaf and drives the indicator tier. Unquoted = substring, wildcards allowed (`value:mimikatz`)
`indicator:`	Shorthand for `field:F value:V`: `indicator:Image=*\powershell.exe`
`kind:`	Filter by predicate kind. Narrows rule cards to those carrying a matching predicate leaf (`vendor:elastic kind:cidr_match`) and drives the indicator tier: `contains` / `starts_with` / `ends_with` / `regex` / `cidr` / `eq` / `in` … (operator aliases `op:`/`match:`)
`has:` / `no:`	`sample`, `field`, `notes`, `refs`, `trace`, `thirdparty`, `rule`, `pattern`, `timewindow`, `threshold`, `newterms`, `sigma`/`elastic`/`splunk`/`kusto`/`chronicle`
`-op:val`	Exclude matches; works on most operators but not `type:`/`like:`/`has:`/`no:` (use `no:<flag>` to exclude a rule flag): `tactic:execution -vendor:splunk`. Standalone `-kind:`/`-field:`/`-value:` drop every rule carrying a matching predicate leaf (`type:rules -kind:is_null`)
`field:"…"` / `value:"…"`	Quoted value = anchored exact match (also allows spaces): `value:"net user"`
`a,b`	Comma = OR inside one operator (`vendor:sigma,elastic`, `severity:high,critical`); repeating a facet merges the same way. `field:`/`value:` never split (literal commas)
`vendors:` / `stage:`	Singular and plural spellings fold to the canonical operator and value: `tactics:` = `tactic:`, `type:event` = `type:events`, `correlation:sequences` = `correlation:sequence`, `has:thresholds` = `has:threshold`
`"quoted phrase"`	Exact-match a multi-word phrase (free text)

Python Inline Command Execution

MITRE ATT&CK coverage

Event coverage

Rule body yaml

Stages and Predicates

Stage 0: `condition`

Stage 1: `selection_img`

Stage 2: `selection_cli`

Stage 3: `not filter_main_*`

Stage 4: `not filter_optional_*`

Exclusions

Indicators

Keyboard shortcuts

Search operators

Python Inline Command Execution

MITRE ATT&CK coverage

Event coverage

Rule body yaml

Stages and Predicates

Stage 0: condition

Stage 1: selection_img

Stage 2: selection_cli

Stage 3: not filter_main_*

Stage 4: not filter_optional_*

Exclusions

Indicators

Stage 0: `condition`

Stage 1: `selection_img`

Stage 2: `selection_cli`

Stage 3: `not filter_main_*`

Stage 4: `not filter_optional_*`