HELK/docker/helk-jupyter/notebooks/sigma/win_mal_service_installs.ipynb

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Malicious Service Installations\n",
"Detects known malicious service installs that only appear in cases of lateral movement, credential dumping and other suspicious activity"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Rule Content\n",
"```\n",
"- title: Malicious Service Installations\n",
" id: 5a105d34-05fc-401e-8553-272b45c1522d\n",
" description: Detects known malicious service installs that only appear in cases\n",
" of lateral movement, credential dumping and other suspicious activity\n",
" author: Florian Roth\n",
" tags:\n",
" - attack.persistence\n",
" - attack.privilege_escalation\n",
" - attack.t1050\n",
" - car.2013-09-005\n",
" logsource:\n",
" product: windows\n",
" service: system\n",
" category: null\n",
" detection:\n",
" selection:\n",
" EventID: 7045\n",
" malsvc_wce:\n",
" ServiceName:\n",
" - WCESERVICE\n",
" - WCE SERVICE\n",
" malsvc_paexec:\n",
" ServiceFileName: '*\\PAExec*'\n",
" malsvc_winexe:\n",
" ServiceFileName: winexesvc.exe*\n",
" malsvc_pwdumpx:\n",
" ServiceFileName: '*\\DumpSvc.exe'\n",
" malsvc_wannacry:\n",
" ServiceName: mssecsvc2.0\n",
" malsvc_persistence:\n",
" ServiceFileName: '* net user *'\n",
" malsvc_others:\n",
" ServiceName:\n",
" - pwdump*\n",
" - gsecdump*\n",
" - cachedump*\n",
" condition: selection and 1 of malsvc_*\n",
" falsepositives:\n",
" - Penetration testing\n",
" level: critical\n",
"\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Querying Elasticsearch"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Import Libraries"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from elasticsearch import Elasticsearch\n",
"from elasticsearch_dsl import Search\n",
"import pandas as pd"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Initialize Elasticsearch client"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"es = Elasticsearch(['http://helk-elasticsearch:9200'])\n",
"searchContext = Search(using=es, index='logs-endpoint-winevent-system-*', doc_type='doc')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Run Elasticsearch Query"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"s = searchContext.query('query_string', query='(event_id:\"7045\" AND (service_name:(\"WCESERVICE\" OR \"WCE\\ SERVICE\") OR service_image_path.keyword:*\\\\PAExec* OR service_image_path.keyword:winexesvc.exe* OR service_image_path.keyword:*\\\\DumpSvc.exe OR service_name:\"mssecsvc2.0\" OR service_image_path.keyword:*\\ net\\ user\\ * OR service_name.keyword:(pwdump* OR gsecdump* OR cachedump*)))')\n",
"response = s.execute()\n",
"if response.success():\n",
" df = pd.DataFrame((d.to_dict() for d in s.scan()))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Show Results"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"df.head()"
]
}
],
"metadata": {},
"nbformat": 4,
"nbformat_minor": 4
}