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

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Certutil Encode\n",
"Detects suspicious a certutil command that used to encode files, which is sometimes used for data exfiltration"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Rule Content\n",
"```\n",
"- title: Certutil Encode\n",
" id: e62a9f0c-ca1e-46b2-85d5-a6da77f86d1a\n",
" status: experimental\n",
" description: Detects suspicious a certutil command that used to encode files, which\n",
" is sometimes used for data exfiltration\n",
" references:\n",
" - https://docs.microsoft.com/en-us/windows-server/administration/windows-commands/certutil\n",
" - https://unit42.paloaltonetworks.com/new-babyshark-malware-targets-u-s-national-security-think-tanks/\n",
" author: Florian Roth\n",
" date: 2019/02/24\n",
" logsource:\n",
" category: process_creation\n",
" product: windows\n",
" service: null\n",
" detection:\n",
" selection:\n",
" CommandLine:\n",
" - certutil -f -encode *\n",
" - certutil.exe -f -encode *\n",
" - certutil -encode -f *\n",
" - certutil.exe -encode -f *\n",
" condition: selection\n",
" falsepositives:\n",
" - unknown\n",
" level: medium\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_command_line.keyword:(certutil\\ \\-f\\ \\-encode\\ * OR certutil.exe\\ \\-f\\ \\-encode\\ * OR certutil\\ \\-encode\\ \\-f\\ * OR certutil.exe\\ \\-encode\\ \\-f\\ *)')\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
}