Credential Dumping Activity By Python Based Tool

Status: stable
Severity: high
Log source: product windows, category process_access
Author: Bhabesh Raj, Jonhnathan Ribeiro
Source: github.com/SigmaHQ/sigma

Detects LSASS process access for potential credential dumping by a Python-like tool such as LaZagne or Pypykatz.

MITRE ATT&CK coverage

Tactic	Techniques
Credential Access	`T1003.001` OS Credential Dumping: LSASS Memory

Event coverage

Provider	Event	Title
Sysmon	Event ID 10	ProcessAccess

Rule body yaml

title: Credential Dumping Activity By Python Based Tool
id: f8be3e82-46a3-4e4e-ada5-8e538ae8b9c9
related:
    - id: 4b9a8556-99c4-470b-a40c-9c8d02c77ed0
      type: obsolete
    - id: 7186e989-4ed7-4f4e-a656-4674b9e3e48b
      type: obsolete
status: stable
description: Detects LSASS process access for potential credential dumping by a Python-like tool such as LaZagne or Pypykatz.
references:
    - https://twitter.com/bh4b3sh/status/1303674603819081728
    - https://github.com/skelsec/pypykatz
author: Bhabesh Raj, Jonhnathan Ribeiro
date: 2023-11-27
modified: 2023-11-29
tags:
    - attack.credential-access
    - attack.t1003.001
    - attack.s0349
logsource:
    category: process_access
    product: windows
detection:
    selection:
        TargetImage|endswith: '\lsass.exe'
        CallTrace|contains|all:
            - '_ctypes.pyd+'
            - ':\Windows\System32\KERNELBASE.dll+'
            - ':\Windows\SYSTEM32\ntdll.dll+'
        CallTrace|contains:
            - 'python27.dll+'
            - 'python3*.dll+'
        GrantedAccess: '0x1FFFFF'
    condition: selection
falsepositives:
    - Unknown
level: high

Stages and Predicates

Stage 0: `condition`

selection

Stage 1: `selection`

selection:
    TargetImage|endswith: '\lsass.exe'
    CallTrace|contains|all:
        - '_ctypes.pyd+'
        - ':\Windows\System32\KERNELBASE.dll+'
        - ':\Windows\SYSTEM32\ntdll.dll+'
    CallTrace|contains:
        - 'python27.dll+'
        - 'python3*.dll+'
    GrantedAccess: '0x1FFFFF'

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
`CallTrace`	match	`:\Windows\SYSTEM32\ntdll.dll+` `:\Windows\System32\KERNELBASE.dll+` `_ctypes.pyd+` `python27.dll+` `python3*.dll+`
`GrantedAccess`	eq	`0x1FFFFF` corpus 9 (sigma 7, splunk 1, kusto 1)
`TargetImage`	ends_with	`\lsass.exe` corpus 16 (sigma 16)

`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)

Credential Dumping Activity By Python Based Tool

MITRE ATT&CK coverage

Event coverage

Rule body yaml

Stages and Predicates

Stage 0: `condition`

Stage 1: `selection`

Indicators

Keyboard shortcuts

Search operators

Credential Dumping Activity By Python Based Tool

MITRE ATT&CK coverage

Event coverage

Rule body yaml

Stages and Predicates

Stage 0: condition

Stage 1: selection

Indicators

Stage 0: `condition`

Stage 1: `selection`