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

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Query Registry\n",
"Adversaries may interact with the Windows Registry to gather information about the system, configuration, and installed software."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Rule Content\n",
"```\n",
"- title: Query Registry\n",
" id: 970007b7-ce32-49d0-a4a4-fbef016950bd\n",
" status: experimental\n",
" description: Adversaries may interact with the Windows Registry to gather information\n",
" about the system, configuration, and installed software.\n",
" author: Timur Zinniatullin, oscd.community\n",
" date: 2019/10/21\n",
" modified: 2019/11/04\n",
" references:\n",
" - https://github.com/redcanaryco/atomic-red-team/blob/master/atomics/T1012/T1012.yaml\n",
" logsource:\n",
" category: process_creation\n",
" product: windows\n",
" service: null\n",
" detection:\n",
" selection:\n",
" Image|endswith: \\reg.exe\n",
" CommandLine|contains:\n",
" - currentVersion\\windows\n",
" - currentVersion\\runServicesOnce\n",
" - currentVersion\\runServices\n",
" - winlogon\\\n",
" - currentVersion\\shellServiceObjectDelayLoad\n",
" - currentVersion\\runOnce\n",
" - currentVersion\\runOnceEx\n",
" - currentVersion\\run\n",
" - currentVersion\\policies\\explorer\\run\n",
" - currentcontrolset\\services\n",
" condition: selection\n",
" fields:\n",
" - Image\n",
" - CommandLine\n",
" - User\n",
" - LogonGuid\n",
" - Hashes\n",
" - ParentProcessGuid\n",
" - ParentCommandLine\n",
" level: low\n",
" tags:\n",
" - attack.discovery\n",
" - attack.t1012\n",
" - attack.t1007\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-*', 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='(process_path.keyword:*\\\\reg.exe AND process_command_line.keyword:(*currentVersion\\\\windows* OR *currentVersion\\\\runServicesOnce* OR *currentVersion\\\\runServices* OR *winlogon\\* OR *currentVersion\\\\shellServiceObjectDelayLoad* OR *currentVersion\\\\runOnce* OR *currentVersion\\\\runOnceEx* OR *currentVersion\\\\run* OR *currentVersion\\\\policies\\\\explorer\\\\run* OR *currentcontrolset\\\\services*))')\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
}