808 lines
44 KiB
Plaintext
808 lines
44 KiB
Plaintext
{
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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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"nbsphinx": "hidden"
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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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" value.__cause__ = None # suppress chained exceptions\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": "code",
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"execution_count": 2,
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"metadata": {
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"nbsphinx": "hidden"
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},
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"outputs": [],
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"source": [
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"# JSON output syntax highlighting\n",
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"from __future__ import print_function\n",
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"from pygments import highlight\n",
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"from pygments.lexers import JsonLexer, TextLexer\n",
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"from pygments.formatters import HtmlFormatter\n",
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"from IPython.display import display, HTML\n",
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"from IPython.core.interactiveshell import InteractiveShell\n",
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"\n",
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"InteractiveShell.ast_node_interactivity = \"all\"\n",
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"\n",
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"def json_print(inpt):\n",
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" string = str(inpt)\n",
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" formatter = HtmlFormatter()\n",
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" if string[0] == '{':\n",
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" lexer = JsonLexer()\n",
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" else:\n",
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" lexer = TextLexer()\n",
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" return HTML('<style type=\"text/css\">{}</style>{}'.format(\n",
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" formatter.get_style_defs('.highlight'),\n",
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" highlight(string, lexer, formatter)))\n",
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"\n",
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"globals()['print'] = json_print"
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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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"## Using The Workbench"
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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 [Workbench API](../api/stix2.workbench.rst) hides most of the complexity of the rest of the library to make it easy to interact with STIX data. To use it, just import everything from ``stix2.workbench``:"
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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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"source": [
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"from stix2.workbench import *"
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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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"### Retrieving STIX Data\n",
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"\n",
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"To get some STIX data to work with, let's set up a DataSource and add it to our workbench."
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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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"scrolled": true
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},
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"outputs": [],
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"source": [
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"from taxii2client import Collection\n",
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"\n",
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"collection = Collection(\"http://127.0.0.1:5000/trustgroup1/collections/91a7b528-80eb-42ed-a74d-c6fbd5a26116/\", user=\"admin\", password=\"Password0\")\n",
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"tc_source = TAXIICollectionSource(collection)\n",
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"add_data_source(tc_source)"
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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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"collapsed": true
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},
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"source": [
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"Now we can get all of the indicators from the data source."
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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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"source": [
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"response = indicators()"
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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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"Similar functions are available for the other STIX Object types. See the full list [here](../api/stix2.workbench.rst#stix2.workbench.attack_patterns).\n",
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"\n",
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"If you want to only retrieve *some* indicators, you can pass in one or more [Filters](../api/datastore/stix2.datastore.filters.rst). This example finds all the indicators created by a specific identity:"
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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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"source": [
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"response = indicators(filters=Filter('created_by_ref', '=', 'identity--adede3e8-bf44-4e6f-b3c9-1958cbc3b188'))"
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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 objects returned let you easily traverse their relationships. Get all Relationship objects involving that object with ``.relationships()``, all other objects related to this object with ``.related()``, and the Identity object for the creator of the object (if one exists) with ``.created_by()``. For full details on these methods and their arguments, see the [Workbench API](../api/stix2.workbench.rst) documentation."
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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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"data": {
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"text/html": [
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"<style type=\"text/css\">.highlight .hll { background-color: #ffffcc }\n",
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".highlight { background: #f8f8f8; }\n",
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".highlight .c { color: #408080; font-style: italic } /* Comment */\n",
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".highlight .err { border: 1px solid #FF0000 } /* Error */\n",
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".highlight .k { color: #008000; font-weight: bold } /* Keyword */\n",
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".highlight .o { color: #666666 } /* Operator */\n",
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".highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */\n",
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".highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */\n",
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".highlight .cp { color: #BC7A00 } /* Comment.Preproc */\n",
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".highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */\n",
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".highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */\n",
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".highlight .cs { color: #408080; font-style: italic } /* Comment.Special */\n",
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".highlight .gd { color: #A00000 } /* Generic.Deleted */\n",
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".highlight .ge { font-style: italic } /* Generic.Emph */\n",
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".highlight .gr { color: #FF0000 } /* Generic.Error */\n",
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".highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */\n",
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".highlight .gi { color: #00A000 } /* Generic.Inserted */\n",
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".highlight .go { color: #888888 } /* Generic.Output */\n",
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".highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */\n",
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".highlight .gs { font-weight: bold } /* Generic.Strong */\n",
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".highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */\n",
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".highlight .gt { color: #0044DD } /* Generic.Traceback */\n",
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".highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */\n",
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".highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */\n",
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".highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */\n",
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".highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */\n",
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".highlight .nf { color: #0000FF } /* Name.Function */\n",
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".highlight .nl { color: #A0A000 } /* Name.Label */\n",
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".highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */\n",
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".highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */\n",
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".highlight .nv { color: #19177C } /* Name.Variable */\n",
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".highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */\n",
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".highlight .w { color: #bbbbbb } /* Text.Whitespace */\n",
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".highlight .mb { color: #666666 } /* Literal.Number.Bin */\n",
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".highlight .mf { color: #666666 } /* Literal.Number.Float */\n",
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".highlight .mh { color: #666666 } /* Literal.Number.Hex */\n",
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".highlight .mi { color: #666666 } /* Literal.Number.Integer */\n",
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".highlight .mo { color: #666666 } /* Literal.Number.Oct */\n",
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".highlight .sa { color: #BA2121 } /* Literal.String.Affix */\n",
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".highlight .sb { color: #BA2121 } /* Literal.String.Backtick */\n",
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".highlight .sc { color: #BA2121 } /* Literal.String.Char */\n",
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".highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */\n",
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".highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */\n",
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".highlight .s2 { color: #BA2121 } /* Literal.String.Double */\n",
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".highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */\n",
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".highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */\n",
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".highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */\n",
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".highlight .sx { color: #008000 } /* Literal.String.Other */\n",
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".highlight .sr { color: #BB6688 } /* Literal.String.Regex */\n",
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".highlight .s1 { color: #BA2121 } /* Literal.String.Single */\n",
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".highlight .ss { color: #19177C } /* Literal.String.Symbol */\n",
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".highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */\n",
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".highlight .fm { color: #0000FF } /* Name.Function.Magic */\n",
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".highlight .vc { color: #19177C } /* Name.Variable.Class */\n",
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".highlight .vg { color: #19177C } /* Name.Variable.Global */\n",
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".highlight .vi { color: #19177C } /* Name.Variable.Instance */\n",
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".highlight .vm { color: #19177C } /* Name.Variable.Magic */\n",
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".highlight .il { color: #666666 } /* Literal.Number.Integer.Long */</style><div class=\"highlight\"><pre><span></span>indicator--cd981c25-8042-4166-8945-51178443bdac\n",
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"</pre></div>\n"
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],
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"text/plain": [
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"<IPython.core.display.HTML object>"
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]
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},
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"execution_count": 7,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"data": {
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"text/html": [
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"<style type=\"text/css\">.highlight .hll { background-color: #ffffcc }\n",
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".highlight { background: #f8f8f8; }\n",
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".highlight .c { color: #408080; font-style: italic } /* Comment */\n",
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".highlight .err { border: 1px solid #FF0000 } /* Error */\n",
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".highlight .k { color: #008000; font-weight: bold } /* Keyword */\n",
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".highlight .o { color: #666666 } /* Operator */\n",
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".highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */\n",
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".highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */\n",
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".highlight .cp { color: #BC7A00 } /* Comment.Preproc */\n",
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".highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */\n",
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".highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */\n",
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".highlight .cs { color: #408080; font-style: italic } /* Comment.Special */\n",
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".highlight .gd { color: #A00000 } /* Generic.Deleted */\n",
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".highlight .ge { font-style: italic } /* Generic.Emph */\n",
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".highlight .gr { color: #FF0000 } /* Generic.Error */\n",
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".highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */\n",
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".highlight .gi { color: #00A000 } /* Generic.Inserted */\n",
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".highlight .go { color: #888888 } /* Generic.Output */\n",
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".highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */\n",
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".highlight .gs { font-weight: bold } /* Generic.Strong */\n",
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".highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */\n",
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".highlight .gt { color: #0044DD } /* Generic.Traceback */\n",
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".highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */\n",
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".highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */\n",
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".highlight .kp { color: #008000 } /* Keyword.Pseudo */\n",
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".highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */\n",
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".highlight .kt { color: #B00040 } /* Keyword.Type */\n",
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".highlight .na { color: #7D9029 } /* Name.Attribute */\n",
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".highlight .nl { color: #A0A000 } /* Name.Label */\n",
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".highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */\n",
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".highlight .s2 { color: #BA2121 } /* Literal.String.Double */\n",
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".highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */\n",
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".highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */\n",
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".highlight .vm { color: #19177C } /* Name.Variable.Magic */\n",
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".highlight .il { color: #666666 } /* Literal.Number.Integer.Long */</style><div class=\"highlight\"><pre><span></span>indicates\n",
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"</pre></div>\n"
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],
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"text/plain": [
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"<IPython.core.display.HTML object>"
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]
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},
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"execution_count": 7,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"data": {
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"text/html": [
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".highlight .err { border: 1px solid #FF0000 } /* Error */\n",
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".highlight .k { color: #008000; font-weight: bold } /* Keyword */\n",
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".highlight .o { color: #666666 } /* Operator */\n",
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".highlight .gr { color: #FF0000 } /* Generic.Error */\n",
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".highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */\n",
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".highlight .gi { color: #00A000 } /* Generic.Inserted */\n",
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".highlight .go { color: #888888 } /* Generic.Output */\n",
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".highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */\n",
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".highlight .gs { font-weight: bold } /* Generic.Strong */\n",
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".highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */\n",
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".highlight .gt { color: #0044DD } /* Generic.Traceback */\n",
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".highlight .nb { color: #008000 } /* Name.Builtin */\n",
|
|
".highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */\n",
|
|
".highlight .no { color: #880000 } /* Name.Constant */\n",
|
|
".highlight .nd { color: #AA22FF } /* Name.Decorator */\n",
|
|
".highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */\n",
|
|
".highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */\n",
|
|
".highlight .nf { color: #0000FF } /* Name.Function */\n",
|
|
".highlight .nl { color: #A0A000 } /* Name.Label */\n",
|
|
".highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */\n",
|
|
".highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */\n",
|
|
".highlight .nv { color: #19177C } /* Name.Variable */\n",
|
|
".highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */\n",
|
|
".highlight .w { color: #bbbbbb } /* Text.Whitespace */\n",
|
|
".highlight .mb { color: #666666 } /* Literal.Number.Bin */\n",
|
|
".highlight .mf { color: #666666 } /* Literal.Number.Float */\n",
|
|
".highlight .mh { color: #666666 } /* Literal.Number.Hex */\n",
|
|
".highlight .mi { color: #666666 } /* Literal.Number.Integer */\n",
|
|
".highlight .mo { color: #666666 } /* Literal.Number.Oct */\n",
|
|
".highlight .sa { color: #BA2121 } /* Literal.String.Affix */\n",
|
|
".highlight .sb { color: #BA2121 } /* Literal.String.Backtick */\n",
|
|
".highlight .sc { color: #BA2121 } /* Literal.String.Char */\n",
|
|
".highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */\n",
|
|
".highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */\n",
|
|
".highlight .s2 { color: #BA2121 } /* Literal.String.Double */\n",
|
|
".highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */\n",
|
|
".highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */\n",
|
|
".highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */\n",
|
|
".highlight .sx { color: #008000 } /* Literal.String.Other */\n",
|
|
".highlight .sr { color: #BB6688 } /* Literal.String.Regex */\n",
|
|
".highlight .s1 { color: #BA2121 } /* Literal.String.Single */\n",
|
|
".highlight .ss { color: #19177C } /* Literal.String.Symbol */\n",
|
|
".highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */\n",
|
|
".highlight .fm { color: #0000FF } /* Name.Function.Magic */\n",
|
|
".highlight .vc { color: #19177C } /* Name.Variable.Class */\n",
|
|
".highlight .vg { color: #19177C } /* Name.Variable.Global */\n",
|
|
".highlight .vi { color: #19177C } /* Name.Variable.Instance */\n",
|
|
".highlight .vm { color: #19177C } /* Name.Variable.Magic */\n",
|
|
".highlight .il { color: #666666 } /* Literal.Number.Integer.Long */</style><div class=\"highlight\"><pre><span></span>malware--c0931cc6-c75e-47e5-9036-78fabc95d4ec\n",
|
|
"</pre></div>\n"
|
|
],
|
|
"text/plain": [
|
|
"<IPython.core.display.HTML object>"
|
|
]
|
|
},
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"for i in indicators():\n",
|
|
" for rel in i.relationships():\n",
|
|
" print(rel.source_ref)\n",
|
|
" print(rel.relationship_type)\n",
|
|
" print(rel.target_ref)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
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"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"text/html": [
|
|
"<style type=\"text/css\">.highlight .hll { background-color: #ffffcc }\n",
|
|
".highlight { background: #f8f8f8; }\n",
|
|
".highlight .c { color: #408080; font-style: italic } /* Comment */\n",
|
|
".highlight .err { border: 1px solid #FF0000 } /* Error */\n",
|
|
".highlight .k { color: #008000; font-weight: bold } /* Keyword */\n",
|
|
".highlight .o { color: #666666 } /* Operator */\n",
|
|
".highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */\n",
|
|
".highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */\n",
|
|
".highlight .cp { color: #BC7A00 } /* Comment.Preproc */\n",
|
|
".highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */\n",
|
|
".highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */\n",
|
|
".highlight .cs { color: #408080; font-style: italic } /* Comment.Special */\n",
|
|
".highlight .gd { color: #A00000 } /* Generic.Deleted */\n",
|
|
".highlight .ge { font-style: italic } /* Generic.Emph */\n",
|
|
".highlight .gr { color: #FF0000 } /* Generic.Error */\n",
|
|
".highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */\n",
|
|
".highlight .gi { color: #00A000 } /* Generic.Inserted */\n",
|
|
".highlight .go { color: #888888 } /* Generic.Output */\n",
|
|
".highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */\n",
|
|
".highlight .gs { font-weight: bold } /* Generic.Strong */\n",
|
|
".highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */\n",
|
|
".highlight .gt { color: #0044DD } /* Generic.Traceback */\n",
|
|
".highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */\n",
|
|
".highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */\n",
|
|
".highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */\n",
|
|
".highlight .kp { color: #008000 } /* Keyword.Pseudo */\n",
|
|
".highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */\n",
|
|
".highlight .kt { color: #B00040 } /* Keyword.Type */\n",
|
|
".highlight .m { color: #666666 } /* Literal.Number */\n",
|
|
".highlight .s { color: #BA2121 } /* Literal.String */\n",
|
|
".highlight .na { color: #7D9029 } /* Name.Attribute */\n",
|
|
".highlight .nb { color: #008000 } /* Name.Builtin */\n",
|
|
".highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */\n",
|
|
".highlight .no { color: #880000 } /* Name.Constant */\n",
|
|
".highlight .nd { color: #AA22FF } /* Name.Decorator */\n",
|
|
".highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */\n",
|
|
".highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */\n",
|
|
".highlight .nf { color: #0000FF } /* Name.Function */\n",
|
|
".highlight .nl { color: #A0A000 } /* Name.Label */\n",
|
|
".highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */\n",
|
|
".highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */\n",
|
|
".highlight .nv { color: #19177C } /* Name.Variable */\n",
|
|
".highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */\n",
|
|
".highlight .w { color: #bbbbbb } /* Text.Whitespace */\n",
|
|
".highlight .mb { color: #666666 } /* Literal.Number.Bin */\n",
|
|
".highlight .mf { color: #666666 } /* Literal.Number.Float */\n",
|
|
".highlight .mh { color: #666666 } /* Literal.Number.Hex */\n",
|
|
".highlight .mi { color: #666666 } /* Literal.Number.Integer */\n",
|
|
".highlight .mo { color: #666666 } /* Literal.Number.Oct */\n",
|
|
".highlight .sa { color: #BA2121 } /* Literal.String.Affix */\n",
|
|
".highlight .sb { color: #BA2121 } /* Literal.String.Backtick */\n",
|
|
".highlight .sc { color: #BA2121 } /* Literal.String.Char */\n",
|
|
".highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */\n",
|
|
".highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */\n",
|
|
".highlight .s2 { color: #BA2121 } /* Literal.String.Double */\n",
|
|
".highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */\n",
|
|
".highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */\n",
|
|
".highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */\n",
|
|
".highlight .sx { color: #008000 } /* Literal.String.Other */\n",
|
|
".highlight .sr { color: #BB6688 } /* Literal.String.Regex */\n",
|
|
".highlight .s1 { color: #BA2121 } /* Literal.String.Single */\n",
|
|
".highlight .ss { color: #19177C } /* Literal.String.Symbol */\n",
|
|
".highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */\n",
|
|
".highlight .fm { color: #0000FF } /* Name.Function.Magic */\n",
|
|
".highlight .vc { color: #19177C } /* Name.Variable.Class */\n",
|
|
".highlight .vg { color: #19177C } /* Name.Variable.Global */\n",
|
|
".highlight .vi { color: #19177C } /* Name.Variable.Instance */\n",
|
|
".highlight .vm { color: #19177C } /* Name.Variable.Magic */\n",
|
|
".highlight .il { color: #666666 } /* Literal.Number.Integer.Long */</style><div class=\"highlight\"><pre><span></span><span class=\"p\">{</span>\n",
|
|
" <span class=\"nt\">"type"</span><span class=\"p\">:</span> <span class=\"s2\">"malware"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"spec_version"</span><span class=\"p\">:</span> <span class=\"s2\">"2.1"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"id"</span><span class=\"p\">:</span> <span class=\"s2\">"malware--c0931cc6-c75e-47e5-9036-78fabc95d4ec"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"created"</span><span class=\"p\">:</span> <span class=\"s2\">"2017-01-27T13:49:53.997Z"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"modified"</span><span class=\"p\">:</span> <span class=\"s2\">"2017-01-27T13:49:53.997Z"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"name"</span><span class=\"p\">:</span> <span class=\"s2\">"Poison Ivy"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"description"</span><span class=\"p\">:</span> <span class=\"s2\">"Poison Ivy"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"malware_types"</span><span class=\"p\">:</span> <span class=\"p\">[</span>\n",
|
|
" <span class=\"s2\">"remote-access-trojan"</span>\n",
|
|
" <span class=\"p\">],</span>\n",
|
|
" <span class=\"nt\">"is_family"</span><span class=\"p\">:</span> <span class=\"kc\">true</span>\n",
|
|
"<span class=\"p\">}</span>\n",
|
|
"</pre></div>\n"
|
|
],
|
|
"text/plain": [
|
|
"<IPython.core.display.HTML object>"
|
|
]
|
|
},
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"for i in indicators():\n",
|
|
" for obj in i.related():\n",
|
|
" print(obj.serialize(pretty=True))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"If there are a lot of related objects, you can narrow it down by passing in one or more [Filters](../api/datastore/stix2.datastore.filters.rst) just as before. For example, if we want to get only the indicators related to a specific piece of malware (and not any entities that use it or are targeted by it):"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"<style type=\"text/css\">.highlight .hll { background-color: #ffffcc }\n",
|
|
".highlight { background: #f8f8f8; }\n",
|
|
".highlight .c { color: #408080; font-style: italic } /* Comment */\n",
|
|
".highlight .err { border: 1px solid #FF0000 } /* Error */\n",
|
|
".highlight .k { color: #008000; font-weight: bold } /* Keyword */\n",
|
|
".highlight .o { color: #666666 } /* Operator */\n",
|
|
".highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */\n",
|
|
".highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */\n",
|
|
".highlight .cp { color: #BC7A00 } /* Comment.Preproc */\n",
|
|
".highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */\n",
|
|
".highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */\n",
|
|
".highlight .cs { color: #408080; font-style: italic } /* Comment.Special */\n",
|
|
".highlight .gd { color: #A00000 } /* Generic.Deleted */\n",
|
|
".highlight .ge { font-style: italic } /* Generic.Emph */\n",
|
|
".highlight .gr { color: #FF0000 } /* Generic.Error */\n",
|
|
".highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */\n",
|
|
".highlight .gi { color: #00A000 } /* Generic.Inserted */\n",
|
|
".highlight .go { color: #888888 } /* Generic.Output */\n",
|
|
".highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */\n",
|
|
".highlight .gs { font-weight: bold } /* Generic.Strong */\n",
|
|
".highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */\n",
|
|
".highlight .gt { color: #0044DD } /* Generic.Traceback */\n",
|
|
".highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */\n",
|
|
".highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */\n",
|
|
".highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */\n",
|
|
".highlight .kp { color: #008000 } /* Keyword.Pseudo */\n",
|
|
".highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */\n",
|
|
".highlight .kt { color: #B00040 } /* Keyword.Type */\n",
|
|
".highlight .m { color: #666666 } /* Literal.Number */\n",
|
|
".highlight .s { color: #BA2121 } /* Literal.String */\n",
|
|
".highlight .na { color: #7D9029 } /* Name.Attribute */\n",
|
|
".highlight .nb { color: #008000 } /* Name.Builtin */\n",
|
|
".highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */\n",
|
|
".highlight .no { color: #880000 } /* Name.Constant */\n",
|
|
".highlight .nd { color: #AA22FF } /* Name.Decorator */\n",
|
|
".highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */\n",
|
|
".highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */\n",
|
|
".highlight .nf { color: #0000FF } /* Name.Function */\n",
|
|
".highlight .nl { color: #A0A000 } /* Name.Label */\n",
|
|
".highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */\n",
|
|
".highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */\n",
|
|
".highlight .nv { color: #19177C } /* Name.Variable */\n",
|
|
".highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */\n",
|
|
".highlight .w { color: #bbbbbb } /* Text.Whitespace */\n",
|
|
".highlight .mb { color: #666666 } /* Literal.Number.Bin */\n",
|
|
".highlight .mf { color: #666666 } /* Literal.Number.Float */\n",
|
|
".highlight .mh { color: #666666 } /* Literal.Number.Hex */\n",
|
|
".highlight .mi { color: #666666 } /* Literal.Number.Integer */\n",
|
|
".highlight .mo { color: #666666 } /* Literal.Number.Oct */\n",
|
|
".highlight .sa { color: #BA2121 } /* Literal.String.Affix */\n",
|
|
".highlight .sb { color: #BA2121 } /* Literal.String.Backtick */\n",
|
|
".highlight .sc { color: #BA2121 } /* Literal.String.Char */\n",
|
|
".highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */\n",
|
|
".highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */\n",
|
|
".highlight .s2 { color: #BA2121 } /* Literal.String.Double */\n",
|
|
".highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */\n",
|
|
".highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */\n",
|
|
".highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */\n",
|
|
".highlight .sx { color: #008000 } /* Literal.String.Other */\n",
|
|
".highlight .sr { color: #BB6688 } /* Literal.String.Regex */\n",
|
|
".highlight .s1 { color: #BA2121 } /* Literal.String.Single */\n",
|
|
".highlight .ss { color: #19177C } /* Literal.String.Symbol */\n",
|
|
".highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */\n",
|
|
".highlight .fm { color: #0000FF } /* Name.Function.Magic */\n",
|
|
".highlight .vc { color: #19177C } /* Name.Variable.Class */\n",
|
|
".highlight .vg { color: #19177C } /* Name.Variable.Global */\n",
|
|
".highlight .vi { color: #19177C } /* Name.Variable.Instance */\n",
|
|
".highlight .vm { color: #19177C } /* Name.Variable.Magic */\n",
|
|
".highlight .il { color: #666666 } /* Literal.Number.Integer.Long */</style><div class=\"highlight\"><pre><span></span><span class=\"p\">{</span>\n",
|
|
" <span class=\"nt\">"type"</span><span class=\"p\">:</span> <span class=\"s2\">"indicator"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"spec_version"</span><span class=\"p\">:</span> <span class=\"s2\">"2.1"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"id"</span><span class=\"p\">:</span> <span class=\"s2\">"indicator--cd981c25-8042-4166-8945-51178443bdac"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"created"</span><span class=\"p\">:</span> <span class=\"s2\">"2014-05-08T09:00:00.000Z"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"modified"</span><span class=\"p\">:</span> <span class=\"s2\">"2014-05-08T09:00:00.000Z"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"name"</span><span class=\"p\">:</span> <span class=\"s2\">"File hash for Poison Ivy variant"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"indicator_types"</span><span class=\"p\">:</span> <span class=\"p\">[</span>\n",
|
|
" <span class=\"s2\">"file-hash-watchlist"</span>\n",
|
|
" <span class=\"p\">],</span>\n",
|
|
" <span class=\"nt\">"pattern"</span><span class=\"p\">:</span> <span class=\"s2\">"[file:hashes.'SHA-256' = 'ef537f25c895bfa782526529a9b63d97aa631564d5d789c2b765448c8635fb6c']"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"pattern_type"</span><span class=\"p\">:</span> <span class=\"s2\">"stix"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"pattern_version"</span><span class=\"p\">:</span> <span class=\"s2\">"2.1"</span><span class=\"p\">,</span>\n",
|
|
" <span class=\"nt\">"valid_from"</span><span class=\"p\">:</span> <span class=\"s2\">"2014-05-08T09:00:00Z"</span>\n",
|
|
"<span class=\"p\">}</span>\n",
|
|
"</pre></div>\n"
|
|
],
|
|
"text/plain": [
|
|
"<IPython.core.display.HTML object>"
|
|
]
|
|
},
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"malware = get('malware--c0931cc6-c75e-47e5-9036-78fabc95d4ec')\n",
|
|
"indicator = malware.related(filters=Filter('type', '=', 'indicator'))\n",
|
|
"print(indicator[0].serialize(pretty=True))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Creating STIX Data\n",
|
|
"\n",
|
|
"To create a STIX object, just use that object's class constructor. Once it's created, add it to the workbench with [save()](../api/stix2.workbench.rst#stix2.workbench.save)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"identity = Identity(name=\"ACME Threat Intel Co.\", identity_class=\"organization\")\n",
|
|
"save(identity)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"You can also set defaults for certain properties when creating objects. For example, let's set the default creator to be the identity object we just created:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"set_default_creator(identity)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Now when we create an indicator (or any other STIX Domain Object), it will automatically have the right ``create_by_ref`` value."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"<style type=\"text/css\">.highlight .hll { background-color: #ffffcc }\n",
|
|
".highlight { background: #f8f8f8; }\n",
|
|
".highlight .c { color: #408080; font-style: italic } /* Comment */\n",
|
|
".highlight .err { border: 1px solid #FF0000 } /* Error */\n",
|
|
".highlight .k { color: #008000; font-weight: bold } /* Keyword */\n",
|
|
".highlight .o { color: #666666 } /* Operator */\n",
|
|
".highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */\n",
|
|
".highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */\n",
|
|
".highlight .cp { color: #BC7A00 } /* Comment.Preproc */\n",
|
|
".highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */\n",
|
|
".highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */\n",
|
|
".highlight .cs { color: #408080; font-style: italic } /* Comment.Special */\n",
|
|
".highlight .gd { color: #A00000 } /* Generic.Deleted */\n",
|
|
".highlight .ge { font-style: italic } /* Generic.Emph */\n",
|
|
".highlight .gr { color: #FF0000 } /* Generic.Error */\n",
|
|
".highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */\n",
|
|
".highlight .gi { color: #00A000 } /* Generic.Inserted */\n",
|
|
".highlight .go { color: #888888 } /* Generic.Output */\n",
|
|
".highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */\n",
|
|
".highlight .gs { font-weight: bold } /* Generic.Strong */\n",
|
|
".highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */\n",
|
|
".highlight .gt { color: #0044DD } /* Generic.Traceback */\n",
|
|
".highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */\n",
|
|
".highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */\n",
|
|
".highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */\n",
|
|
".highlight .kp { color: #008000 } /* Keyword.Pseudo */\n",
|
|
".highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */\n",
|
|
".highlight .kt { color: #B00040 } /* Keyword.Type */\n",
|
|
".highlight .m { color: #666666 } /* Literal.Number */\n",
|
|
".highlight .s { color: #BA2121 } /* Literal.String */\n",
|
|
".highlight .na { color: #7D9029 } /* Name.Attribute */\n",
|
|
".highlight .nb { color: #008000 } /* Name.Builtin */\n",
|
|
".highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */\n",
|
|
".highlight .no { color: #880000 } /* Name.Constant */\n",
|
|
".highlight .nd { color: #AA22FF } /* Name.Decorator */\n",
|
|
".highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */\n",
|
|
".highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */\n",
|
|
".highlight .nf { color: #0000FF } /* Name.Function */\n",
|
|
".highlight .nl { color: #A0A000 } /* Name.Label */\n",
|
|
".highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */\n",
|
|
".highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */\n",
|
|
".highlight .nv { color: #19177C } /* Name.Variable */\n",
|
|
".highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */\n",
|
|
".highlight .w { color: #bbbbbb } /* Text.Whitespace */\n",
|
|
".highlight .mb { color: #666666 } /* Literal.Number.Bin */\n",
|
|
".highlight .mf { color: #666666 } /* Literal.Number.Float */\n",
|
|
".highlight .mh { color: #666666 } /* Literal.Number.Hex */\n",
|
|
".highlight .mi { color: #666666 } /* Literal.Number.Integer */\n",
|
|
".highlight .mo { color: #666666 } /* Literal.Number.Oct */\n",
|
|
".highlight .sa { color: #BA2121 } /* Literal.String.Affix */\n",
|
|
".highlight .sb { color: #BA2121 } /* Literal.String.Backtick */\n",
|
|
".highlight .sc { color: #BA2121 } /* Literal.String.Char */\n",
|
|
".highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */\n",
|
|
".highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */\n",
|
|
".highlight .s2 { color: #BA2121 } /* Literal.String.Double */\n",
|
|
".highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */\n",
|
|
".highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */\n",
|
|
".highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */\n",
|
|
".highlight .sx { color: #008000 } /* Literal.String.Other */\n",
|
|
".highlight .sr { color: #BB6688 } /* Literal.String.Regex */\n",
|
|
".highlight .s1 { color: #BA2121 } /* Literal.String.Single */\n",
|
|
".highlight .ss { color: #19177C } /* Literal.String.Symbol */\n",
|
|
".highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */\n",
|
|
".highlight .fm { color: #0000FF } /* Name.Function.Magic */\n",
|
|
".highlight .vc { color: #19177C } /* Name.Variable.Class */\n",
|
|
".highlight .vg { color: #19177C } /* Name.Variable.Global */\n",
|
|
".highlight .vi { color: #19177C } /* Name.Variable.Instance */\n",
|
|
".highlight .vm { color: #19177C } /* Name.Variable.Magic */\n",
|
|
".highlight .il { color: #666666 } /* Literal.Number.Integer.Long */</style><div class=\"highlight\"><pre><span></span>ACME Threat Intel Co.\n",
|
|
"</pre></div>\n"
|
|
],
|
|
"text/plain": [
|
|
"<IPython.core.display.HTML object>"
|
|
]
|
|
},
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"indicator = Indicator(pattern_type=\"stix\", pattern=\"[file:hashes.MD5 = 'd41d8cd98f00b204e9800998ecf8427e']\")\n",
|
|
"save(indicator)\n",
|
|
"\n",
|
|
"indicator_creator = get(indicator.created_by_ref)\n",
|
|
"print(indicator_creator.name)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Defaults can also be set for the [created timestamp](../api/stix2.workbench.rst#stix2.workbench.set_default_created), [external references](../api/stix2.workbench.rst#stix2.workbench.set_default_external_refs) and [object marking references](../api/stix2.workbench.rst#stix2.workbench.set_default_object_marking_refs)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"<div class=\"alert alert-warning\">\n",
|
|
"\n",
|
|
"**Warning**\n",
|
|
"\n",
|
|
"The workbench layer replaces STIX Object classes with special versions of them that use \"wrappers\" to provide extra functionality. Because of this, we recommend that you **either use the workbench layer or the rest of the library, but not both**. In other words, don't import from both ``stix2.workbench`` and any other submodules of ``stix2``.\n",
|
|
"\n",
|
|
"</div>"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.9.0a6"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|