initial commit

2024-03-26 16:18:13 +01:00
commit 465b3536a9
48 changed files with 11254 additions and 0 deletions
@@ -0,0 +1,122 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "initial_id",
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "df = pd.read_pickle(\"../echo-dot-attack.pickel\")"
+   ],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "36cbb373e91e7b86"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "# get unique src ip addresses, drop nans\n",
+    "ip_addresses = df[\"ip/ip.src\"].unique()\n",
+    "ip_addresses = ip_addresses[~pd.isnull(ip_addresses)]\n",
+    "ip_addresses"
+   ],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "737d862bee140f41"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "# get associated mac addresses\n",
+    "associated_mac_addresses = list(set(\n",
+    "    [df[df[\"ip/ip.src\"] == ip][\"eth/eth.src\"].unique()[0] for ip in ip_addresses]))\n",
+    "associated_mac_addresses"
+   ],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "f5f01e284c2fd677"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "# get unique mac addresses, drop nans\n",
+    "mac_addresses = set(df[\"eth/eth.src\"].unique()).union(set(df[\"eth/eth.dst\"].unique()))\n",
+    "mac_addresses = [mac for mac in mac_addresses if not pd.isnull(mac)]\n",
+    "mac_addresses"
+   ],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "ba1b9681e60d31b7"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "# check if all mac addresses are associated with an ip address\n",
+    "for mac in mac_addresses:\n",
+    "    if mac not in associated_mac_addresses:\n",
+    "        print(f\"mac address {mac} is not associated with an ip address\")"
+   ],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "f6251b2b6b4f71cf"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "# create new columns in dataframe called ip/ip.dst with ip address associated to destination mac"
+   ],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "1c5d264aff0955cc"
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}