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

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Executables Started in Suspicious Folder\n",
"Detects process starts of binaries from a suspicious folder"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Rule Content\n",
"```\n",
"- title: Executables Started in Suspicious Folder\n",
" id: 7a38aa19-86a9-4af7-ac51-6bfe4e59f254\n",
" status: experimental\n",
" description: Detects process starts of binaries from a suspicious folder\n",
" author: Florian Roth\n",
" date: 2017/10/14\n",
" modified: 2019/02/21\n",
" references:\n",
" - https://github.com/mbevilacqua/appcompatprocessor/blob/master/AppCompatSearch.txt\n",
" - https://www.secureworks.com/research/bronze-butler-targets-japanese-businesses\n",
" - https://www.crowdstrike.com/resources/reports/2019-crowdstrike-global-threat-report/\n",
" - https://github.com/ThreatHuntingProject/ThreatHunting/blob/master/hunts/suspicious_process_creation_via_windows_event_logs.md\n",
" tags:\n",
" - attack.defense_evasion\n",
" - attack.t1036\n",
" logsource:\n",
" category: process_creation\n",
" product: windows\n",
" service: null\n",
" detection:\n",
" selection:\n",
" Image:\n",
" - C:\\PerfLogs\\\\*\n",
" - C:\\$Recycle.bin\\\\*\n",
" - C:\\Intel\\Logs\\\\*\n",
" - C:\\Users\\Default\\\\*\n",
" - C:\\Users\\Public\\\\*\n",
" - C:\\Users\\NetworkService\\\\*\n",
" - C:\\Windows\\Fonts\\\\*\n",
" - C:\\Windows\\Debug\\\\*\n",
" - C:\\Windows\\Media\\\\*\n",
" - C:\\Windows\\Help\\\\*\n",
" - C:\\Windows\\addins\\\\*\n",
" - C:\\Windows\\repair\\\\*\n",
" - C:\\Windows\\security\\\\*\n",
" - '*\\RSA\\MachineKeys\\\\*'\n",
" - C:\\Windows\\system32\\config\\systemprofile\\\\*\n",
" - C:\\Windows\\Tasks\\\\*\n",
" - C:\\Windows\\System32\\Tasks\\\\*\n",
" condition: selection\n",
" falsepositives:\n",
" - Unknown\n",
" level: high\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:(C\\:\\\\PerfLogs\\\\* OR C\\:\\\\$Recycle.bin\\\\* OR C\\:\\\\Intel\\\\Logs\\\\* OR C\\:\\\\Users\\\\Default\\\\* OR C\\:\\\\Users\\\\Public\\\\* OR C\\:\\\\Users\\\\NetworkService\\\\* OR C\\:\\\\Windows\\\\Fonts\\\\* OR C\\:\\\\Windows\\\\Debug\\\\* OR C\\:\\\\Windows\\\\Media\\\\* OR C\\:\\\\Windows\\\\Help\\\\* OR C\\:\\\\Windows\\\\addins\\\\* OR C\\:\\\\Windows\\\\repair\\\\* OR C\\:\\\\Windows\\\\security\\\\* OR *\\\\RSA\\\\MachineKeys\\\\* OR C\\:\\\\Windows\\\\system32\\\\config\\\\systemprofile\\\\* OR C\\:\\\\Windows\\\\Tasks\\\\* OR C\\:\\\\Windows\\\\System32\\\\Tasks\\\\*)')\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
}