notebooks/toyctf-solved.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Copyright (c) Microsoft Corporation. All rights reserved. Licensed under the MIT License.\n",
    "\n",
    "# Capture The Flag Toy Example - Solved manually"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This notebook demonstrates how to model a toy `Capture The Flag` security game as a CyberBattle environment."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": "        <script type=\"text/javascript\">\n        window.PlotlyConfig = {MathJaxConfig: 'local'};\n        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n        if (typeof require !== 'undefined') {\n        require.undef(\"plotly\");\n        requirejs.config({\n            paths: {\n                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n            }\n        });\n        require(['plotly'], function(Plotly) {\n            window._Plotly = Plotly;\n        });\n        }\n        </script>\n        "
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import sys, logging\n",
    "import cyberbattle.simulation.model as model\n",
    "import cyberbattle.simulation.commandcontrol as commandcontrol\n",
    "import cyberbattle.samples.toyctf.toy_ctf as ctf\n",
    "logging.basicConfig(stream=sys.stdout, level=logging.INFO, format=\"%(levelname)s: %(message)s\")\n",
    "\n",
    "import plotly.offline as plo\n",
    "plo.init_notebook_mode(connected=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": "<Figure size 432x288 with 1 Axes>"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "network = model.create_network(ctf.nodes)\n",
    "env = model.Environment(network=network, vulnerability_library=dict([]),identifiers=ctf.ENV_IDENTIFIERS)\n",
    "env.plot_environment_graph()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Solution to the CTF\n",
    "\n",
    "This is the list of actions taken to capture 7 of the 8 flags from the CTF game.\n",
    "\n",
    "| Source      | Action | Result |\n",
    "|------------ | ------ | ------ |\n",
    "| WEBSITE     | page content has a link to github       | Discover Github project |\n",
    "| GITHUB      | navigate github history                 | **FLAG** Some secure access token (SAS) leaked in a reverted git commit (`CredScan`) |\n",
    "| AZURESTORAGE| access blob using SAS token             | |\n",
    "| WEBSITE     | view source HTML                        | Find URL to hidden .txt file on the website, extract directory path from it |\n",
    "|             | navigate to parent URL and find 3 files | **FLAG** Discover browseable web directory |\n",
    "|             | - readme.txt file                       | Discover secret data (the flag) | \n",
    "|             | - getting-started.txt                   | Discover MYSQL credentials | \n",
    "|             | - deprecation-checklist.txt             | Discover URL to external sharepoint website | \n",
    "| SHAREPOINT  | Navigate to sharepoint site             | **FLAG** Finding AD Service Principal Credentials on Sharepoint | \n",
    "| CLIENT-AZURE| `az resource` with creds from sharepoint| Obtain secrets hidden in azure managed resources |\n",
    "|             |                                         | Get AzureVM info, including public IP address |\n",
    "| CLIENT      | `ssh IP`                                | Failed attempt: internet incoming traffic blocked on the VM by NSG |\n",
    "| CLIENT      | SSH into WEBSITE with  mysql creds      | **FLAG** Shared credentials with database user|\n",
    "|             |                                         |**FLAG** Login using insecure SSH user/password|\n",
    "| WEBSITE/SSH | `history`                               |**FLAG**  Stealing credentials for the monitoring user|\n",
    "|             | `sudo -u monitor`                        | Failed! monitor not sudoable. message about being reported!\n",
    "| CLIENT      | SSH into WEBSITE with 'monitor creds     | Failed! password authentication disabled! looking for private key|\n",
    "| CLIENT      | SSH into WEBSITE as 'web'               | |\n",
    "|             | `su -u monitor` using password           |**FLAG**  User escalation by stealing credentials from bash history|\n",
    "|             | `cat ~/azurecreds.txt`                  | Get user credentials to Azure\n",
    "| CLIENT      | `az resource` with monitor's creds       | Steal more secrets\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
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        "plotlyServerURL": "https://plot.ly"
       },
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    "c2 = commandcontrol.CommandControl(env)\n",
    "dbg = commandcontrol.EnvironmentDebugging(c2)\n",
    "\n",
    "# 1 - Start from client\n",
    "dbg.plot_discovered_network()"
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   "metadata": {
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   "outputs": [
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   "source": [
    "# 2\n",
    "github = c2.run_remote_attack('client', 'Website', 'ScanPageContent')\n",
    "dbg.plot_discovered_network()"
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      "INFO: discovered node: AzureStorage\n",
      "INFO: discovered credential: CachedCredential(node='AzureStorage', port='HTTPS', credential='SASTOKEN1')\n",
      "INFO: GOT REWARD: CredScan success: Some secure access token (SAS) was leaked in a reverted git commit\n"
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   "source": [
    "# 3\n",
    "leakedSasUrl = c2.run_remote_attack('client', 'GitHubProject',  'CredScanGitHistory')\n",
    "dbg.plot_discovered_network()"
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      "INFO: Infected node 'AzureStorage' from 'client' via HTTPS with credential 'SASTOKEN1'\n"
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    "# 4\n",
    "blobwithflag = c2.connect_and_infect('client', 'AzureStorage', 'HTTPS', 'SASTOKEN1')\n",
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   ],
   "source": [
    "# 5\n",
    "browsableDirectory = c2.run_remote_attack('client', 'Website', 'ScanPageSource')\n",
    "dbg.plot_discovered_network()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
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      "INFO: discovered node: Website\n",
      "INFO: discovered credential: CachedCredential(node='Website', port='MySQL', credential='ReusedMySqlCred-web')\n",
      "INFO: GOT REWARD: Discover browseable web directory: Navigating to parent URL revealed file `readme.txt`with secret data (aflag); and `getting-started.txt` with MYSQL credentials\n",
      "INFO: discovered node: Sharepoint\n",
      "INFO: GOT REWARD: Navigating to parent URL revealed file `deprecation-checklist.txt` containinga URL to an external sharepoint website\n"
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   "source": [
    "# 6 \n",
    "outcome_mysqlleak = c2.run_remote_attack('client', 'Website.Directory', 'NavigateWebDirectoryFurther')\n",
    "sharepoint_url = c2.run_remote_attack('client', 'Website.Directory', 'NavigateWebDirectory')\n",
    "dbg.plot_discovered_network()"
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      "INFO: discovered node: AzureResourceManager\n",
      "INFO: discovered credential: CachedCredential(node='AzureResourceManager', port='HTTPS', credential='ADPrincipalCreds')\n",
      "INFO: GOT REWARD: Navigating to the Sharepoint site revealed  AD Service Principal Credentials\n"
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   "source": [
    "# 7\n",
    "outcome_azure_ad = c2.run_remote_attack('client', 'Sharepoint', 'ScanSharepointParentDirectory')\n",
    "dbg.plot_discovered_network()"
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      "INFO: Infected node 'AzureResourceManager' from 'client' via HTTPS with credential 'ADPrincipalCreds'\n",
      "INFO: Owned message: FLAG: Shared credentials with database user - Obtained secrets hidden in Azure Managed Resources\n"
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   "source": [
    "# 8 \n",
    "azureVmInfo = c2.connect_and_infect('client', 'AzureResourceManager', 'HTTPS', 'ADPrincipalCreds')\n",
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      "INFO: discovered node: AzureVM\n",
      "INFO: GOT REWARD: Obtained Azure VM and public IP information\n"
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   ],
   "source": [
    "# 9 - CLIENT: Attempt to SSH into AzureVM from IP retrieved from Azure Resource Manager\n",
    "should_fail = c2.connect_and_infect('client', 'AzureVM', 'SSH', 'ReusedMySqlCred-web')\n",
    "print('Success=' + str(should_fail))\n",
    "dbg.plot_discovered_network()"
   ]
  },
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   "execution_count": 16,
   "metadata": {
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   },
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     "output_type": "stream",
     "text": [
      "INFO: Infected node 'Website' from 'client' via SSH with credential 'ReusedMySqlCred-web'\n",
      "INFO: Owned message: FLAG: Login using insecure SSH user/password\n"
     ]
    },
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   "source": [
    "# 10\n",
    "owned = c2.connect_and_infect('client', 'Website', 'SSH', 'ReusedMySqlCred-web')\n",
    "dbg.plot_discovered_network()"
   ]
  },
  {
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      "INFO: discovered node: Website[user=monitor]\n",
      "INFO: discovered credential: CachedCredential(node='Website[user=monitor]', port='SSH', credential='monitorBashCreds')\n",
      "INFO: GOT REWARD: FLAG: SSH history revealed credentials for the monitoring user (monitor)\n"
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   "source": [
    "# 11\n",
    "outcome = c2.run_attack('Website', 'CredScanBashHistory')\n",
    "dbg.plot_discovered_network()"
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     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 12\n",
    "should_fail = c2.connect_and_infect('Website', 'Website[user=monitor]', 'sudo', 'monitorBashCreds')\n",
    "dbg.plot_discovered_network()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO: BLOCKED TRAFFIC: target node 'Website[user=monitor]' is blocking outgoing traffic on port 'SSH'\n"
     ]
    },
    {
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           "width": 8
          },
          "size": 5,
          "symbol": "circle-dot"
         },
         "mode": "markers+text",
         "name": "owned",
         "text": [
          "client",
          "Website",
          "AzureStorage",
          "AzureResourceManager"
         ],
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         "mode": "markers+text",
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    "# 13\n",
    "should_fail = c2.connect_and_infect('client', 'Website[user=monitor]', 'SSH', 'monitorBashCreds')\n",
    "dbg.plot_discovered_network()\n",
    "should_fail"
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      "INFO: Infected node 'Website[user=monitor]' from 'Website' via su with credential 'monitorBashCreds'\n",
      "INFO: Owned message: FLAG User escalation by stealing credentials from bash history\n"
     ]
    },
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   "source": [
    "# 14\n",
    "flag = c2.connect_and_infect('Website', 'Website[user=monitor]', 'su', 'monitorBashCreds')\n",
    "dbg.plot_discovered_network()"
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      "INFO: discovered node: AzureResourceManager[user=monitor]\n",
      "INFO: discovered credential: CachedCredential(node='AzureResourceManager[user=monitor]', port='HTTPS', credential='azuread_user_credentials')\n",
      "INFO: GOT REWARD: SSH: cat ~/azurecreds.txt (running as monitor) revealed Azure user credential!\n"
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   ],
   "source": [
    "# 15\n",
    "outcome = c2.run_attack('Website[user=monitor]', 'CredScan-HomeDirectory')\n",
    "dbg.plot_discovered_network()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
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      "INFO: Infected node 'AzureResourceManager[user=monitor]' from 'client' via HTTPS with credential 'azuread_user_credentials'\n",
      "INFO: Owned message: More secrets stolen when logged as interactive `monitor` user in Azure with `az`\n"
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 16\n",
    "secrets = c2.connect_and_infect('client', 'AzureResourceManager[user=monitor]', 'HTTPS', 'azuread_user_credentials')\n",
    "dbg.plot_discovered_network()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        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>id</th>\n      <th>status</th>\n      <th>properties</th>\n      <th>local_attacks</th>\n      <th>remote_attacks</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>client</td>\n      <td>owned</td>\n      <td>[]</td>\n      <td>[SearchEdgeHistory]</td>\n      <td>[]</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Website</td>\n      <td>owned</td>\n      <td>[MySql, Ubuntu, nginx/1.10.3]</td>\n      <td>[CredScanBashHistory]</td>\n      <td>[ScanPageSource, ScanPageContent]</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>AzureStorage</td>\n      <td>owned</td>\n      <td>[CTFFLAG:LeakedCustomerData]</td>\n      <td>[]</td>\n      <td>[AccessDataWithSASToken]</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>AzureResourceManager</td>\n      <td>owned</td>\n      <td>[CTFFLAG:LeakedCustomerData2]</td>\n      <td>[]</td>\n      <td>[ListAzureResources]</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>Website[user=monitor]</td>\n      <td>owned</td>\n      <td>[MySql, Ubuntu, nginx/1.10.3]</td>\n      <td>[CredScan-HomeDirectory]</td>\n      <td>[]</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>AzureResourceManager[user=monitor]</td>\n      <td>owned</td>\n      <td>[]</td>\n      <td>[]</td>\n      <td>[]</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>GitHubProject</td>\n      <td>discovered</td>\n      <td>NaN</td>\n      <td>None</td>\n      <td>[CredScanGitHistory]</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>Website.Directory</td>\n      <td>discovered</td>\n      <td>NaN</td>\n      <td>None</td>\n      <td>[NavigateWebDirectoryFurther, NavigateWebDirec...</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>Sharepoint</td>\n      <td>discovered</td>\n      <td>NaN</td>\n      <td>None</td>\n      <td>[ScanSharepointParentDirectory]</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>AzureVM</td>\n      <td>discovered</td>\n      <td>NaN</td>\n      <td>None</td>\n      <td>[]</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
      "text/plain": "                                   id      status  \\\n0                              client       owned   \n1                             Website       owned   \n2                        AzureStorage       owned   \n3                AzureResourceManager       owned   \n4               Website[user=monitor]       owned   \n5  AzureResourceManager[user=monitor]       owned   \n6                       GitHubProject  discovered   \n7                   Website.Directory  discovered   \n8                          Sharepoint  discovered   \n9                             AzureVM  discovered   \n\n                      properties             local_attacks  \\\n0                             []       [SearchEdgeHistory]   \n1  [MySql, Ubuntu, nginx/1.10.3]     [CredScanBashHistory]   \n2   [CTFFLAG:LeakedCustomerData]                        []   \n3  [CTFFLAG:LeakedCustomerData2]                        []   \n4  [MySql, Ubuntu, nginx/1.10.3]  [CredScan-HomeDirectory]   \n5                             []                        []   \n6                            NaN                      None   \n7                            NaN                      None   \n8                            NaN                      None   \n9                            NaN                      None   \n\n                                      remote_attacks  \n0                                                 []  \n1                  [ScanPageSource, ScanPageContent]  \n2                           [AccessDataWithSASToken]  \n3                               [ListAzureResources]  \n4                                                 []  \n5                                                 []  \n6                               [CredScanGitHistory]  \n7  [NavigateWebDirectoryFurther, NavigateWebDirec...  \n8                    [ScanSharepointParentDirectory]  \n9                                                 []  "
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "c2.print_all_attacks()"
   ]
  }
 ],
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