Add Data Markings documentation (Jupyter)
Chris Lenk
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@ -53,6 +53,7 @@ coverage.xml
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# Sphinx documentation
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docs/_build/
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.ipynb_checkpoints
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# PyBuilder
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target/
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@ -0,0 +1,607 @@
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"collapsed": true
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},
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"outputs": [],
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"source": [
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"# Delete this cell to re-enable tracebacks\n",
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"import sys\n",
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"ipython = get_ipython()\n",
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"\n",
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"def hide_traceback(exc_tuple=None, filename=None, tb_offset=None,\n",
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" exception_only=False, running_compiled_code=False):\n",
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" etype, value, tb = sys.exc_info()\n",
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" return ipython._showtraceback(etype, value, ipython.InteractiveTB.get_exception_only(etype, value))\n",
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"\n",
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"ipython.showtraceback = hide_traceback"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Data Markings"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Creating Objects With Data Markings\n",
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"\n",
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"To create an object with a (predefined) TLP marking to an object, just provide it as a keyword argument to the constructor. The TLP markings can easily be imported from python-stix2."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"type\": \"indicator\",\n",
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" \"id\": \"indicator--e459c8d7-09aa-41c5-968d-66bf8610687e\",\n",
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" \"created\": \"2017-09-15T16:32:04.495Z\",\n",
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" \"modified\": \"2017-09-15T16:32:04.495Z\",\n",
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" \"labels\": [\n",
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" \"malicious-activity\"\n",
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" ],\n",
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" \"pattern\": \"[file:hashes.md5 = 'd41d8cd98f00b204e9800998ecf8427e']\",\n",
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" \"valid_from\": \"2017-09-15T16:32:04.495379Z\",\n",
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" \"object_marking_refs\": [\n",
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" \"marking-definition--f88d31f6-486f-44da-b317-01333bde0b82\"\n",
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" ]\n",
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"}\n"
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]
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}
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],
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"source": [
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"from stix2 import Indicator, TLP_AMBER\n",
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"\n",
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"indicator = Indicator(labels=[\"malicious-activity\"],\n",
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" pattern=\"[file:hashes.md5 = 'd41d8cd98f00b204e9800998ecf8427e']\",\n",
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" object_marking_refs=TLP_AMBER)\n",
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"print(indicator)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"If you’re creating your own marking (for example, a ``Statement`` marking), first create the statement marking:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"type\": \"marking-definition\",\n",
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" \"id\": \"marking-definition--674e3f0f-8547-41df-80b4-784eb4c5b4d0\",\n",
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" \"created\": \"2017-09-15T16:32:07.947008Z\",\n",
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" \"definition_type\": \"statement\",\n",
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" \"definition\": {\n",
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" \"statement\": \"Copyright 2017, Example Corp\"\n",
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" }\n",
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"}\n"
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]
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}
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],
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"source": [
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"from stix2 import MarkingDefinition, StatementMarking\n",
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"\n",
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"marking_definition = MarkingDefinition( \n",
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" definition_type=\"statement\", \n",
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" definition=StatementMarking(statement=\"Copyright 2017, Example Corp\")\n",
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")\n",
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"print(marking_definition)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Then you can add it to an object as it’s being created (passing either full object or the the ID as a keyword argument, like with relationships)."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"type\": \"indicator\",\n",
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" \"id\": \"indicator--06eea9e3-ea6d-418b-a517-4b1fff96f4aa\",\n",
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" \"created\": \"2017-09-15T16:32:10.859Z\",\n",
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" \"modified\": \"2017-09-15T16:32:10.859Z\",\n",
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" \"labels\": [\n",
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" \"malicious-activity\"\n",
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" ],\n",
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" \"pattern\": \"[file:hashes.md5 = 'd41d8cd98f00b204e9800998ecf8427e']\",\n",
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" \"valid_from\": \"2017-09-15T16:32:10.859197Z\",\n",
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" \"object_marking_refs\": [\n",
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" \"marking-definition--674e3f0f-8547-41df-80b4-784eb4c5b4d0\"\n",
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" ]\n",
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"}\n"
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]
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}
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],
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"source": [
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"indicator2 = Indicator(labels=[\"malicious-activity\"],\n",
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" pattern=\"[file:hashes.md5 = 'd41d8cd98f00b204e9800998ecf8427e']\",\n",
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" object_marking_refs=marking_definition)\n",
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"print(indicator2)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"type\": \"indicator\",\n",
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" \"id\": \"indicator--94457e6e-4282-4355-8f2a-a59be2192b31\",\n",
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" \"created\": \"2017-09-15T16:32:13.322Z\",\n",
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" \"modified\": \"2017-09-15T16:32:13.322Z\",\n",
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" \"labels\": [\n",
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" \"malicious-activity\"\n",
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" ],\n",
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" \"pattern\": \"[file:hashes.md5 = 'd41d8cd98f00b204e9800998ecf8427e']\",\n",
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" \"valid_from\": \"2017-09-15T16:32:13.322982Z\",\n",
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" \"object_marking_refs\": [\n",
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" \"marking-definition--f88d31f6-486f-44da-b317-01333bde0b82\"\n",
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" ]\n",
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"}\n"
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]
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}
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],
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"source": [
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"indicator3 = Indicator(labels=[\"malicious-activity\"],\n",
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" pattern=\"[file:hashes.md5 = 'd41d8cd98f00b204e9800998ecf8427e']\",\n",
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" object_marking_refs=\"marking-definition--f88d31f6-486f-44da-b317-01333bde0b82\")\n",
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"print(indicator3)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Granular markings work in the same way, except you also need to provide a full granular-marking object (including the selector)."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"type\": \"malware\",\n",
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" \"id\": \"malware--c91e0491-ea7f-46e4-85cd-90004da16b8a\",\n",
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" \"created\": \"2017-09-15T16:32:15.801Z\",\n",
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" \"modified\": \"2017-09-15T16:32:15.801Z\",\n",
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" \"name\": \"Poison Ivy\",\n",
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" \"description\": \"A ransomware related to ...\",\n",
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" \"labels\": [\n",
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" \"remote-access-trojan\"\n",
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" ],\n",
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" \"granular_markings\": [\n",
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" {\n",
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" \"marking_ref\": \"marking-definition--674e3f0f-8547-41df-80b4-784eb4c5b4d0\",\n",
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" \"selectors\": [\n",
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" \"description\"\n",
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" ]\n",
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" },\n",
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" {\n",
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" \"marking_ref\": \"marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9\",\n",
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" \"selectors\": [\n",
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" \"name\"\n",
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" ]\n",
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" }\n",
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" ]\n",
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"}\n"
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]
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}
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],
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"source": [
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"from stix2 import Malware, TLP_WHITE\n",
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"\n",
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"malware = Malware(name=\"Poison Ivy\",\n",
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" labels=['remote-access-trojan'],\n",
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" description=\"A ransomware related to ...\",\n",
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" granular_markings=[\n",
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" {\n",
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" \"selectors\": [\"description\"],\n",
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" \"marking_ref\": marking_definition\n",
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" },\n",
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" {\n",
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" \"selectors\": [\"name\"],\n",
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" \"marking_ref\": TLP_WHITE\n",
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" }\n",
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" ])\n",
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"print(malware)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Make sure that the selector is a field that exists and is populated on the object, otherwise this will cause an error:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {},
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"outputs": [
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{
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"ename": "InvalidSelectorError",
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"evalue": "Selector title in Malware is not valid!",
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"output_type": "error",
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"traceback": [
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"\u001b[0;31mInvalidSelectorError\u001b[0m\u001b[0;31m:\u001b[0m Selector title in Malware is not valid!\n"
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]
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}
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],
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"source": [
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"Malware(name=\"Poison Ivy\",\n",
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" labels=['remote-access-trojan'],\n",
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" description=\"A ransomware related to ...\",\n",
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" granular_markings=[\n",
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" {\n",
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" \"selectors\": [\"title\"],\n",
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" \"marking_ref\": marking_definition\n",
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" }\n",
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" ])"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Adding Data Markings To Existing Objects"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Both object markings and granular markings can also be added to STIX objects which have already been created. Doing so will create a new version of the object (note the updated ``modified`` time)."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"type\": \"indicator\",\n",
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" \"id\": \"indicator--e459c8d7-09aa-41c5-968d-66bf8610687e\",\n",
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" \"created\": \"2017-09-15T16:32:04.495Z\",\n",
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" \"modified\": \"2017-09-15T16:51:40.883Z\",\n",
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" \"labels\": [\n",
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" \"malicious-activity\"\n",
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" ],\n",
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" \"pattern\": \"[file:hashes.md5 = 'd41d8cd98f00b204e9800998ecf8427e']\",\n",
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" \"valid_from\": \"2017-09-15T16:32:04.495379Z\",\n",
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" \"object_marking_refs\": [\n",
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" \"marking-definition--674e3f0f-8547-41df-80b4-784eb4c5b4d0\",\n",
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" \"marking-definition--f88d31f6-486f-44da-b317-01333bde0b82\"\n",
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" ]\n",
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"}\n"
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]
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}
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],
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"source": [
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"from stix2.markings import add_markings\n",
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"\n",
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"indicator4 = add_markings(indicator, marking_definition.id)\n",
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"print(indicator4)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"You can also remove specific markings from STIX objects. This will also create a new version of the object."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 21,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"type\": \"indicator\",\n",
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" \"id\": \"indicator--e459c8d7-09aa-41c5-968d-66bf8610687e\",\n",
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" \"created\": \"2017-09-15T16:32:04.495Z\",\n",
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" \"modified\": \"2017-09-15T16:59:35.160Z\",\n",
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" \"labels\": [\n",
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" \"malicious-activity\"\n",
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" ],\n",
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" \"pattern\": \"[file:hashes.md5 = 'd41d8cd98f00b204e9800998ecf8427e']\",\n",
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" \"valid_from\": \"2017-09-15T16:32:04.495379Z\",\n",
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" \"object_marking_refs\": [\n",
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" \"marking-definition--f88d31f6-486f-44da-b317-01333bde0b82\"\n",
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" ]\n",
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"}\n"
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]
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}
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],
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"source": [
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"from stix2.markings import remove_markings\n",
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"\n",
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"indicator5 = remove_markings(indicator4, marking_definition.id)\n",
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"print(indicator5)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"The markings on an object can be replaced with a different set of markings:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 22,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"type\": \"indicator\",\n",
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" \"id\": \"indicator--e459c8d7-09aa-41c5-968d-66bf8610687e\",\n",
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" \"created\": \"2017-09-15T16:32:04.495Z\",\n",
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" \"modified\": \"2017-09-15T16:59:42.906Z\",\n",
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" \"labels\": [\n",
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" \"malicious-activity\"\n",
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" ],\n",
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" \"pattern\": \"[file:hashes.md5 = 'd41d8cd98f00b204e9800998ecf8427e']\",\n",
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" \"valid_from\": \"2017-09-15T16:32:04.495379Z\",\n",
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" \"object_marking_refs\": [\n",
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" \"marking-definition--674e3f0f-8547-41df-80b4-784eb4c5b4d0\",\n",
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" \"marking-definition--34098fce-860f-48ae-8e50-ebd3cc5e41da\"\n",
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" ]\n",
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"}\n"
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]
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}
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],
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"source": [
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"from stix2 import TLP_GREEN\n",
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"from stix2.markings import set_markings\n",
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"\n",
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"indicator6 = set_markings(indicator5, [TLP_GREEN.id, marking_definition.id])\n",
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"print(indicator6)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"STIX objects can also be cleared of all markings:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 23,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"{\n",
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" \"type\": \"indicator\",\n",
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" \"id\": \"indicator--e459c8d7-09aa-41c5-968d-66bf8610687e\",\n",
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" \"created\": \"2017-09-15T16:32:04.495Z\",\n",
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" \"modified\": \"2017-09-15T17:04:48.386Z\",\n",
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" \"labels\": [\n",
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" \"malicious-activity\"\n",
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" ],\n",
|
||||
" \"pattern\": \"[file:hashes.md5 = 'd41d8cd98f00b204e9800998ecf8427e']\",\n",
|
||||
" \"valid_from\": \"2017-09-15T16:32:04.495379Z\"\n",
|
||||
"}\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"from stix2.markings import clear_markings\n",
|
||||
"\n",
|
||||
"indicator7 = clear_markings(indicator5)\n",
|
||||
"print(indicator7)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"All of these functions can be used for granular markings by passing in a list of selectors. Note that they will create new versions of the objects."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Evaluating Data Markings\n",
|
||||
"\n",
|
||||
"You can get a list of the object markings on a STIX object:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 24,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"['marking-definition--674e3f0f-8547-41df-80b4-784eb4c5b4d0',\n",
|
||||
" 'marking-definition--34098fce-860f-48ae-8e50-ebd3cc5e41da']"
|
||||
]
|
||||
},
|
||||
"execution_count": 24,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"from stix2.markings import get_markings\n",
|
||||
"\n",
|
||||
"get_markings(indicator6)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"You can also get a list of granular markings by passing a list of selectors to ``get_markings``:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 25,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"['marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9']"
|
||||
]
|
||||
},
|
||||
"execution_count": 25,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"get_markings(malware, 'name')"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"You can also check if an object is marked by a specific markings. Again, for granular markings, pass in the selector or list of selectors."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 11,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"True"
|
||||
]
|
||||
},
|
||||
"execution_count": 11,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"from stix2.markings import is_marked\n",
|
||||
"\n",
|
||||
"is_marked(indicator, TLP_AMBER.id)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 13,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"True"
|
||||
]
|
||||
},
|
||||
"execution_count": 13,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"is_marked(malware, TLP_WHITE.id, 'name')"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 14,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"False"
|
||||
]
|
||||
},
|
||||
"execution_count": 14,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"is_marked(malware, TLP_WHITE.id, 'description')"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Python 2",
|
||||
"language": "python",
|
||||
"name": "python2"
|
||||
},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
"name": "ipython",
|
||||
"version": 2
|
||||
},
|
||||
"file_extension": ".py",
|
||||
"mimetype": "text/x-python",
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython2",
|
||||
"version": "2.7.12"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
Loading…
Reference in New Issue