481 строка
		
	
	
		
			20 KiB
		
	
	
	
		
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			481 строка
		
	
	
		
			20 KiB
		
	
	
	
		
			Plaintext
		
	
	
	
	
	
| {
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|  "cells": [
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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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|     "# Generate AMITT github files\n",
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|     "\n",
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|     "Generate all the AMITT github files from the AMITT master spreadsheet, being careful to reatin any comments people have made below the \"don't write above this\" line in them. "
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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": 9,
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|    "metadata": {
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|     "scrolled": true
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|    },
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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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|       "updated ../amitt_red_framework.md\n",
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|       "updated ../amitt_red_framework_clickable.html\n",
 | ||
|       "updated ../amitt_blue_framework.md\n",
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|       "updated ../amitt_blue_framework_clickable.html\n",
 | ||
|       "updated ../phases_index.md\n",
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|       "updated ../tactics_index.md\n",
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|       "updated ../techniques_index.md\n",
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|       "updated ../tasks_index.md\n",
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|       "updated ../incidents_index.md\n",
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|       "updated ../counters_index.md\n",
 | ||
|       "updated ../metatechniques_index.md\n",
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|       "updated ../actortypes_index.md\n",
 | ||
|       "updated ../responsetype_index.md\n",
 | ||
|       "updated ../detections_index.md\n",
 | ||
|       "updated ../tactics_by_responsetype_table.md\n",
 | ||
|       "updated ../metatechniques_by_responsetype_table.md\n"
 | ||
|      ]
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|     }
 | ||
|    ],
 | ||
|    "source": [
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|     "import pandas as pd\n",
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|     "from generate_amitt_ttps import Amitt\n",
 | ||
|     "amitt = Amitt()\n",
 | ||
|     "amitt.generate_and_write_datafiles()"
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|    ]
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|   },
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|   {
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|    "cell_type": "code",
 | ||
|    "execution_count": 10,
 | ||
|    "metadata": {
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|     "scrolled": true
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|    },
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|    "outputs": [
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|     {
 | ||
|      "data": {
 | ||
|       "text/html": [
 | ||
|        "<div>\n",
 | ||
|        "<style scoped>\n",
 | ||
|        "    .dataframe tbody tr th:only-of-type {\n",
 | ||
|        "        vertical-align: middle;\n",
 | ||
|        "    }\n",
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|        "\n",
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|        "    .dataframe tbody tr th {\n",
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|        "        vertical-align: top;\n",
 | ||
|        "    }\n",
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|        "\n",
 | ||
|        "    .dataframe thead th {\n",
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|        "        text-align: right;\n",
 | ||
|        "    }\n",
 | ||
|        "</style>\n",
 | ||
|        "<table border=\"1\" class=\"dataframe\">\n",
 | ||
|        "  <thead>\n",
 | ||
|        "    <tr style=\"text-align: right;\">\n",
 | ||
|        "      <th></th>\n",
 | ||
|        "      <th>amitt_id</th>\n",
 | ||
|        "      <th>name</th>\n",
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|        "      <th>metatechnique</th>\n",
 | ||
|        "      <th>summary</th>\n",
 | ||
|        "      <th>actortypes</th>\n",
 | ||
|        "      <th>resources_needed</th>\n",
 | ||
|        "      <th>how_found</th>\n",
 | ||
|        "      <th>references</th>\n",
 | ||
|        "      <th>incident_ids</th>\n",
 | ||
|        "      <th>tactic</th>\n",
 | ||
|        "      <th>responsetype</th>\n",
 | ||
|        "      <th>notes</th>\n",
 | ||
|        "      <th>techniques</th>\n",
 | ||
|        "      <th>longname</th>\n",
 | ||
|        "      <th>tactic_id</th>\n",
 | ||
|        "      <th>tactic_name</th>\n",
 | ||
|        "      <th>metatechnique_id</th>\n",
 | ||
|        "      <th>metatechnique_name</th>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "  </thead>\n",
 | ||
|        "  <tbody>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>0</th>\n",
 | ||
|        "      <td>C00006</td>\n",
 | ||
|        "      <td>Charge for social media</td>\n",
 | ||
|        "      <td>M004 - friction</td>\n",
 | ||
|        "      <td>Include a paid-for privacy option, e.g. pay Fa...</td>\n",
 | ||
|        "      <td>A033 - social media platform owner</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>2019-11-workshop</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>TA01 Strategic Planning</td>\n",
 | ||
|        "      <td>D2 Deny</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>T0007 - Create fake Social Media Profiles / Pa...</td>\n",
 | ||
|        "      <td>C00006 - Charge for social media</td>\n",
 | ||
|        "      <td>TA01</td>\n",
 | ||
|        "      <td>Strategic Planning</td>\n",
 | ||
|        "      <td>M004</td>\n",
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|        "      <td>- friction</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>1</th>\n",
 | ||
|        "      <td>C00008</td>\n",
 | ||
|        "      <td>Create shared fact-checking database</td>\n",
 | ||
|        "      <td>M006 - scoring</td>\n",
 | ||
|        "      <td>Share fact-checking resources - tips, response...</td>\n",
 | ||
|        "      <td>A007 - factchecker</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>2019-11-workshop\\n2019-11-search</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>I00049,I00050</td>\n",
 | ||
|        "      <td>TA01 Strategic Planning</td>\n",
 | ||
|        "      <td>D4 Degrade</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>T0001 - 5Ds (dismiss, distort, distract, disma...</td>\n",
 | ||
|        "      <td>C00008 - Create shared fact-checking database</td>\n",
 | ||
|        "      <td>TA01</td>\n",
 | ||
|        "      <td>Strategic Planning</td>\n",
 | ||
|        "      <td>M006</td>\n",
 | ||
|        "      <td>- scoring</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>2</th>\n",
 | ||
|        "      <td>C00009</td>\n",
 | ||
|        "      <td>Educate high profile influencers on best pract...</td>\n",
 | ||
|        "      <td>M001 - resilience</td>\n",
 | ||
|        "      <td>Find online influencers. Provide training in t...</td>\n",
 | ||
|        "      <td>A016 - influencer,A006 - educator</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>2019-11-workshop</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>TA02 Objective Planning</td>\n",
 | ||
|        "      <td>D2 Deny</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>T0010 - Cultivate ignorant agents\\nT0039 - Bai...</td>\n",
 | ||
|        "      <td>C00009 - Educate high profile influencers on b...</td>\n",
 | ||
|        "      <td>TA02</td>\n",
 | ||
|        "      <td>Objective Planning</td>\n",
 | ||
|        "      <td>M001</td>\n",
 | ||
|        "      <td>- resilience</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>3</th>\n",
 | ||
|        "      <td>C00010</td>\n",
 | ||
|        "      <td>Enhanced privacy regulation for social media</td>\n",
 | ||
|        "      <td>M004 - friction</td>\n",
 | ||
|        "      <td>Implement stronger privacy standards, to reduc...</td>\n",
 | ||
|        "      <td>A020 - policy maker</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>2019-11-workshop</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>TA01 Strategic Planning</td>\n",
 | ||
|        "      <td>D2 Deny</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>T0005 - Center of gravity analysis\\nT0018 - Pa...</td>\n",
 | ||
|        "      <td>C00010 - Enhanced privacy regulation for socia...</td>\n",
 | ||
|        "      <td>TA01</td>\n",
 | ||
|        "      <td>Strategic Planning</td>\n",
 | ||
|        "      <td>M004</td>\n",
 | ||
|        "      <td>- friction</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>4</th>\n",
 | ||
|        "      <td>C00011</td>\n",
 | ||
|        "      <td>Media literacy. Games to identify fake news</td>\n",
 | ||
|        "      <td>M001 - resilience</td>\n",
 | ||
|        "      <td>Create and use games to show people the mechan...</td>\n",
 | ||
|        "      <td>A006 - educator,A026 - games designer,A024 - d...</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>2019-11-workshop</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>TA02 Objective Planning</td>\n",
 | ||
|        "      <td>D2 Deny</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>T0001 - 5Ds (dismiss, distort, distract, disma...</td>\n",
 | ||
|        "      <td>C00011 - Media literacy. Games to identify fak...</td>\n",
 | ||
|        "      <td>TA02</td>\n",
 | ||
|        "      <td>Objective Planning</td>\n",
 | ||
|        "      <td>M001</td>\n",
 | ||
|        "      <td>- resilience</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>...</th>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "      <td>...</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>135</th>\n",
 | ||
|        "      <td>C00219</td>\n",
 | ||
|        "      <td>Add metadata to content that’s out of the cont...</td>\n",
 | ||
|        "      <td>M003 - daylight</td>\n",
 | ||
|        "      <td>Steganography. Adding date, signatures etc to ...</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>grugq</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>TA06 Develop Content</td>\n",
 | ||
|        "      <td>D4 Degrade</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>T0024 - Create fake videos and images\\nT0026 -...</td>\n",
 | ||
|        "      <td>C00219 - Add metadata to content that’s out of...</td>\n",
 | ||
|        "      <td>TA06</td>\n",
 | ||
|        "      <td>Develop Content</td>\n",
 | ||
|        "      <td>M003</td>\n",
 | ||
|        "      <td>- daylight</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>136</th>\n",
 | ||
|        "      <td>C00220</td>\n",
 | ||
|        "      <td>Develop a monitoring and intelligence plan</td>\n",
 | ||
|        "      <td>M007 - metatechnique</td>\n",
 | ||
|        "      <td>Create a plan for misinformation and disinform...</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>Counters cleanup</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>TA01 Strategic Planning</td>\n",
 | ||
|        "      <td>D3 Disrupt</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>C00220 - Develop a monitoring and intelligence...</td>\n",
 | ||
|        "      <td>TA01</td>\n",
 | ||
|        "      <td>Strategic Planning</td>\n",
 | ||
|        "      <td>M007</td>\n",
 | ||
|        "      <td>- metatechnique</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>137</th>\n",
 | ||
|        "      <td>C00221</td>\n",
 | ||
|        "      <td>Run a disinformation red team, and design miti...</td>\n",
 | ||
|        "      <td>M007 - metatechnique</td>\n",
 | ||
|        "      <td>Include PACE plans - Primary, Alternate, Conti...</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>Counters cleanup</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>TA01 Strategic Planning</td>\n",
 | ||
|        "      <td>D3 Disrupt</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>C00221 - Run a disinformation red team, and de...</td>\n",
 | ||
|        "      <td>TA01</td>\n",
 | ||
|        "      <td>Strategic Planning</td>\n",
 | ||
|        "      <td>M007</td>\n",
 | ||
|        "      <td>- metatechnique</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>138</th>\n",
 | ||
|        "      <td>C00222</td>\n",
 | ||
|        "      <td>Tabletop simulations</td>\n",
 | ||
|        "      <td>M007 - metatechnique</td>\n",
 | ||
|        "      <td>Simulate misinformation and disinformation cam...</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>TA02 Objective Planning</td>\n",
 | ||
|        "      <td>D3 Disrupt</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>C00222 - Tabletop simulations</td>\n",
 | ||
|        "      <td>TA02</td>\n",
 | ||
|        "      <td>Objective Planning</td>\n",
 | ||
|        "      <td>M007</td>\n",
 | ||
|        "      <td>- metatechnique</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "    <tr>\n",
 | ||
|        "      <th>139</th>\n",
 | ||
|        "      <td>C00223</td>\n",
 | ||
|        "      <td>Strengthen Trust in social media platforms</td>\n",
 | ||
|        "      <td>M001 - resilience</td>\n",
 | ||
|        "      <td>Improve trust in the misinformation responses ...</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>TA01 Strategic Planning</td>\n",
 | ||
|        "      <td>D3 Disrupt</td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td></td>\n",
 | ||
|        "      <td>C00223 - Strengthen Trust in social media plat...</td>\n",
 | ||
|        "      <td>TA01</td>\n",
 | ||
|        "      <td>Strategic Planning</td>\n",
 | ||
|        "      <td>M001</td>\n",
 | ||
|        "      <td>- resilience</td>\n",
 | ||
|        "    </tr>\n",
 | ||
|        "  </tbody>\n",
 | ||
|        "</table>\n",
 | ||
|        "<p>140 rows × 18 columns</p>\n",
 | ||
|        "</div>"
 | ||
|       ],
 | ||
|       "text/plain": [
 | ||
|        "    amitt_id                                               name  \\\n",
 | ||
|        "0     C00006                            Charge for social media   \n",
 | ||
|        "1     C00008               Create shared fact-checking database   \n",
 | ||
|        "2     C00009  Educate high profile influencers on best pract...   \n",
 | ||
|        "3     C00010       Enhanced privacy regulation for social media   \n",
 | ||
|        "4     C00011        Media literacy. Games to identify fake news   \n",
 | ||
|        "..       ...                                                ...   \n",
 | ||
|        "135   C00219  Add metadata to content that’s out of the cont...   \n",
 | ||
|        "136   C00220         Develop a monitoring and intelligence plan   \n",
 | ||
|        "137   C00221  Run a disinformation red team, and design miti...   \n",
 | ||
|        "138   C00222                               Tabletop simulations   \n",
 | ||
|        "139   C00223         Strengthen Trust in social media platforms   \n",
 | ||
|        "\n",
 | ||
|        "            metatechnique                                            summary  \\\n",
 | ||
|        "0         M004 - friction  Include a paid-for privacy option, e.g. pay Fa...   \n",
 | ||
|        "1          M006 - scoring  Share fact-checking resources - tips, response...   \n",
 | ||
|        "2       M001 - resilience  Find online influencers. Provide training in t...   \n",
 | ||
|        "3         M004 - friction  Implement stronger privacy standards, to reduc...   \n",
 | ||
|        "4       M001 - resilience  Create and use games to show people the mechan...   \n",
 | ||
|        "..                    ...                                                ...   \n",
 | ||
|        "135       M003 - daylight  Steganography. Adding date, signatures etc to ...   \n",
 | ||
|        "136  M007 - metatechnique  Create a plan for misinformation and disinform...   \n",
 | ||
|        "137  M007 - metatechnique  Include PACE plans - Primary, Alternate, Conti...   \n",
 | ||
|        "138  M007 - metatechnique  Simulate misinformation and disinformation cam...   \n",
 | ||
|        "139     M001 - resilience  Improve trust in the misinformation responses ...   \n",
 | ||
|        "\n",
 | ||
|        "                                            actortypes resources_needed  \\\n",
 | ||
|        "0                   A033 - social media platform owner                    \n",
 | ||
|        "1                                   A007 - factchecker                    \n",
 | ||
|        "2                    A016 - influencer,A006 - educator                    \n",
 | ||
|        "3                                  A020 - policy maker                    \n",
 | ||
|        "4    A006 - educator,A026 - games designer,A024 - d...                    \n",
 | ||
|        "..                                                 ...              ...   \n",
 | ||
|        "135                                                                       \n",
 | ||
|        "136                                                                       \n",
 | ||
|        "137                                                                       \n",
 | ||
|        "138                                                                       \n",
 | ||
|        "139                                                                       \n",
 | ||
|        "\n",
 | ||
|        "                            how_found references   incident_ids  \\\n",
 | ||
|        "0                    2019-11-workshop                             \n",
 | ||
|        "1    2019-11-workshop\\n2019-11-search             I00049,I00050   \n",
 | ||
|        "2                    2019-11-workshop                             \n",
 | ||
|        "3                    2019-11-workshop                             \n",
 | ||
|        "4                    2019-11-workshop                             \n",
 | ||
|        "..                                ...        ...            ...   \n",
 | ||
|        "135                             grugq                             \n",
 | ||
|        "136                  Counters cleanup                             \n",
 | ||
|        "137                  Counters cleanup                             \n",
 | ||
|        "138                                                               \n",
 | ||
|        "139                                                               \n",
 | ||
|        "\n",
 | ||
|        "                      tactic responsetype notes  \\\n",
 | ||
|        "0    TA01 Strategic Planning      D2 Deny         \n",
 | ||
|        "1    TA01 Strategic Planning   D4 Degrade         \n",
 | ||
|        "2    TA02 Objective Planning      D2 Deny         \n",
 | ||
|        "3    TA01 Strategic Planning      D2 Deny         \n",
 | ||
|        "4    TA02 Objective Planning      D2 Deny         \n",
 | ||
|        "..                       ...          ...   ...   \n",
 | ||
|        "135     TA06 Develop Content   D4 Degrade         \n",
 | ||
|        "136  TA01 Strategic Planning   D3 Disrupt         \n",
 | ||
|        "137  TA01 Strategic Planning   D3 Disrupt         \n",
 | ||
|        "138  TA02 Objective Planning   D3 Disrupt         \n",
 | ||
|        "139  TA01 Strategic Planning   D3 Disrupt         \n",
 | ||
|        "\n",
 | ||
|        "                                            techniques  \\\n",
 | ||
|        "0    T0007 - Create fake Social Media Profiles / Pa...   \n",
 | ||
|        "1    T0001 - 5Ds (dismiss, distort, distract, disma...   \n",
 | ||
|        "2    T0010 - Cultivate ignorant agents\\nT0039 - Bai...   \n",
 | ||
|        "3    T0005 - Center of gravity analysis\\nT0018 - Pa...   \n",
 | ||
|        "4    T0001 - 5Ds (dismiss, distort, distract, disma...   \n",
 | ||
|        "..                                                 ...   \n",
 | ||
|        "135  T0024 - Create fake videos and images\\nT0026 -...   \n",
 | ||
|        "136                                                      \n",
 | ||
|        "137                                                      \n",
 | ||
|        "138                                                      \n",
 | ||
|        "139                                                      \n",
 | ||
|        "\n",
 | ||
|        "                                              longname tactic_id  \\\n",
 | ||
|        "0                     C00006 - Charge for social media      TA01   \n",
 | ||
|        "1        C00008 - Create shared fact-checking database      TA01   \n",
 | ||
|        "2    C00009 - Educate high profile influencers on b...      TA02   \n",
 | ||
|        "3    C00010 - Enhanced privacy regulation for socia...      TA01   \n",
 | ||
|        "4    C00011 - Media literacy. Games to identify fak...      TA02   \n",
 | ||
|        "..                                                 ...       ...   \n",
 | ||
|        "135  C00219 - Add metadata to content that’s out of...      TA06   \n",
 | ||
|        "136  C00220 - Develop a monitoring and intelligence...      TA01   \n",
 | ||
|        "137  C00221 - Run a disinformation red team, and de...      TA01   \n",
 | ||
|        "138                      C00222 - Tabletop simulations      TA02   \n",
 | ||
|        "139  C00223 - Strengthen Trust in social media plat...      TA01   \n",
 | ||
|        "\n",
 | ||
|        "            tactic_name metatechnique_id metatechnique_name  \n",
 | ||
|        "0    Strategic Planning             M004         - friction  \n",
 | ||
|        "1    Strategic Planning             M006          - scoring  \n",
 | ||
|        "2    Objective Planning             M001       - resilience  \n",
 | ||
|        "3    Strategic Planning             M004         - friction  \n",
 | ||
|        "4    Objective Planning             M001       - resilience  \n",
 | ||
|        "..                  ...              ...                ...  \n",
 | ||
|        "135     Develop Content             M003         - daylight  \n",
 | ||
|        "136  Strategic Planning             M007    - metatechnique  \n",
 | ||
|        "137  Strategic Planning             M007    - metatechnique  \n",
 | ||
|        "138  Objective Planning             M007    - metatechnique  \n",
 | ||
|        "139  Strategic Planning             M001       - resilience  \n",
 | ||
|        "\n",
 | ||
|        "[140 rows x 18 columns]"
 | ||
|       ]
 | ||
|      },
 | ||
|      "execution_count": 10,
 | ||
|      "metadata": {},
 | ||
|      "output_type": "execute_result"
 | ||
|     }
 | ||
|    ],
 | ||
|    "source": [
 | ||
|     "amitt.df_counters"
 | ||
|    ]
 | ||
|   },
 | ||
|   {
 | ||
|    "cell_type": "code",
 | ||
|    "execution_count": null,
 | ||
|    "metadata": {},
 | ||
|    "outputs": [],
 | ||
|    "source": []
 | ||
|   }
 | ||
|  ],
 | ||
|  "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": "3.8.3"
 | ||
|   }
 | ||
|  },
 | ||
|  "nbformat": 4,
 | ||
|  "nbformat_minor": 4
 | ||
| }
 | 
