mirror of https://github.com/MISP/PyMISP
406 lines
22 KiB
Python
Executable File
406 lines
22 KiB
Python
Executable File
#!/usr/bin/env python
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# -*- coding: utf-8 -*-
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'''
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Koen Van Impe
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Maxime Thiebaut
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Generate a report of your MISP statistics
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Put this script in crontab to run every /15 or /60
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*/5 * * * * mispuser /usr/bin/python3 /home/mispuser/PyMISP/examples/stats_report.py -t 30d -m -v
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Do inline config in "main"
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'''
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from pymisp import ExpandedPyMISP
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from keys import misp_url, misp_key, misp_verifycert
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import argparse
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import os
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from datetime import datetime
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from datetime import date
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import time
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import sys
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import smtplib
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import mimetypes
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from email.mime.multipart import MIMEMultipart
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from email import encoders
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from email.mime.base import MIMEBase
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from email.mime.text import MIMEText
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# Suppress those "Unverified HTTPS request is being made"
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import urllib3
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urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
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def init(url, key, verifycert):
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'''
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Template to get MISP module started
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'''
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return ExpandedPyMISP(url, key, verifycert, 'json')
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def get_data(misp, timeframe, date_from=None, date_to=None):
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'''
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Get the event date to build our report
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'''
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number_of_misp_events = 0
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number_of_attributes = 0
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number_of_attributes_to_ids = 0
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attr_type = {}
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attr_category = {}
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tags_type = {}
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tags_tlp = {'tlp:white': 0, 'tlp:green': 0, 'tlp:amber': 0, 'tlp:red': 0}
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tags_misp_galaxy_mitre = {}
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tags_misp_galaxy = {}
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tags_misp_galaxy_threat_actor = {}
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galaxies = {}
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galaxies_cluster = {}
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threat_levels_counts = [0, 0, 0, 0]
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analysis_completion_counts = [0, 0, 0]
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report = {}
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try:
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if date_from and date_to:
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stats_event_response = misp.search(date_from=date_from, date_to=date_to)
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else:
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stats_event_response = misp.search(last=timeframe)
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# Number of new or updated events since timestamp
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report['number_of_misp_events'] = len(stats_event_response)
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report['misp_events'] = []
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for event in stats_event_response:
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event_data = event['Event']
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timestamp = datetime.utcfromtimestamp(int(event_data['timestamp'])).strftime(ts_format)
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publish_timestamp = datetime.utcfromtimestamp(int(event_data['publish_timestamp'])).strftime(ts_format)
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threat_level_id = int(event_data['threat_level_id']) - 1
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threat_levels_counts[threat_level_id] = threat_levels_counts[threat_level_id] + 1
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threat_level_id = threat_levels[threat_level_id]
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analysis_id = int(event_data['analysis'])
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analysis_completion_counts[analysis_id] = analysis_completion_counts[analysis_id] + 1
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analysis = analysis_completion[analysis_id]
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report['misp_events'].append({'id': event_data['id'], 'title': event_data['info'].replace('\n', '').encode('utf-8'), 'date': event_data['date'], 'timestamp': timestamp, 'publish_timestamp': publish_timestamp, 'threat_level': threat_level_id, 'analysis_completion': analysis})
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# Walk through the attributes
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if 'Attribute' in event_data:
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event_attr = event_data['Attribute']
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for attr in event_attr:
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number_of_attributes = number_of_attributes + 1
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type = attr['type']
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category = attr['category']
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to_ids = attr['to_ids']
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if to_ids:
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number_of_attributes_to_ids = number_of_attributes_to_ids + 1
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if type in attr_type:
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attr_type[type] = attr_type[type] + 1
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else:
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attr_type[type] = 1
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if category in attr_category:
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attr_category[category] = attr_category[category] + 1
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else:
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attr_category[category] = 1
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# Process tags
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if 'Tag' in event_data:
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tags_attr = event_data['Tag']
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for tag in tags_attr:
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tag_title = tag['name']
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if tag_title.lower().replace(' ', '') in tags_tlp:
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tags_tlp[tag_title.lower().replace(' ', '')] = tags_tlp[tag_title.lower().replace(' ', '')] + 1
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if 'misp-galaxy:mitre-' in tag_title:
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if tag_title in tags_misp_galaxy_mitre:
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tags_misp_galaxy_mitre[tag_title] = tags_misp_galaxy_mitre[tag_title] + 1
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else:
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tags_misp_galaxy_mitre[tag_title] = 1
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if 'misp-galaxy:threat-actor=' in tag_title:
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if tag_title in tags_misp_galaxy_threat_actor:
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tags_misp_galaxy_threat_actor[tag_title] = tags_misp_galaxy_threat_actor[tag_title] + 1
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else:
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tags_misp_galaxy_threat_actor[tag_title] = 1
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elif 'misp-galaxy:' in tag_title:
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if tag_title in tags_misp_galaxy:
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tags_misp_galaxy[tag_title] = tags_misp_galaxy[tag_title] + 1
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else:
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tags_misp_galaxy[tag_title] = 1
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if tag_title in tags_type:
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tags_type[tag_title] = tags_type[tag_title] + 1
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else:
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tags_type[tag_title] = 1
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# Process the galaxies
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if 'Galaxy' in event_data:
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galaxy_attr = event_data['Galaxy']
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for galaxy in galaxy_attr:
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galaxy_title = galaxy['type']
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if galaxy_title in galaxies:
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galaxies[galaxy_title] = galaxies[galaxy_title] + 1
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else:
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galaxies[galaxy_title] = 1
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for cluster in galaxy['GalaxyCluster']:
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cluster_value = cluster['type']
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if cluster_value in galaxies_cluster:
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galaxies_cluster[cluster_value] = galaxies_cluster[cluster_value] + 1
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else:
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galaxies_cluster[cluster_value] = 1
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report['number_of_attributes'] = number_of_attributes
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report['number_of_attributes_to_ids'] = number_of_attributes_to_ids
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report['attr_type'] = attr_type
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report['attr_category'] = attr_category
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report['tags_type'] = tags_type
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report['tags_tlp'] = tags_tlp
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report['tags_misp_galaxy_mitre'] = tags_misp_galaxy_mitre
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report['tags_misp_galaxy'] = tags_misp_galaxy
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report['tags_misp_galaxy_threat_actor'] = tags_misp_galaxy_threat_actor
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report['galaxies'] = galaxies
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report['galaxies_cluster'] = galaxies_cluster
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# General MISP statistics
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user_statistics = misp.users_statistics()
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if user_statistics and 'errors' not in user_statistics:
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report['user_statistics'] = user_statistics
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# Return the report data
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return report
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except Exception as e:
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sys.exit('Unable to get statistics from MISP')
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def build_report(report, timeframe, misp_url, sanitize_report=True):
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'''
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Build the body of the report and optional attachments
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'''
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attachments = {}
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now = datetime.now()
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current_date = now.strftime(ts_format)
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if timeframe:
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report_body = "MISP Report %s for last %s on %s\n-------------------------------------------------------------------------------" % (current_date, timeframe, misp_url)
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else:
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report_body = "MISP Report %s from %s to %s on %s\n-------------------------------------------------------------------------------" % (current_date, date_from, date_to, misp_url)
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report_body = report_body + '\nNew or updated events: %s' % report['number_of_misp_events']
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report_body = report_body + '\nNew or updated attributes: %s' % report['number_of_attributes']
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report_body = report_body + '\nNew or updated attributes with IDS flag: %s' % report['number_of_attributes_to_ids']
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report_body = report_body + '\n'
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if 'user_statistics' in report:
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report_body = report_body + '\nTotal events: %s' % report['user_statistics']['stats']['event_count']
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report_body = report_body + '\nTotal attributes: %s' % report['user_statistics']['stats']['attribute_count']
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report_body = report_body + '\nTotal users: %s' % report['user_statistics']['stats']['user_count']
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report_body = report_body + '\nTotal orgs: %s' % report['user_statistics']['stats']['org_count']
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report_body = report_body + '\nTotal correlation: %s' % report['user_statistics']['stats']['correlation_count']
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report_body = report_body + '\nTotal proposals: %s' % report['user_statistics']['stats']['proposal_count']
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report_body = report_body + '\n\n'
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if args.mispevent:
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report_body = report_body + '\nNew or updated events\n-------------------------------------------------------------------------------'
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attachments['misp_events'] = 'ID;Title;Date;Updated;Published;ThreatLevel;AnalysisStatus'
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for el in report['misp_events']:
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report_body = report_body + '\n #%s %s (%s) \t%s \n\t\t\t\t(Date: %s, Updated: %s, Published: %s)' % (el['id'], el['threat_level'], el['analysis_completion'], el['title'].decode('utf-8'), el['date'], el['timestamp'], el['publish_timestamp'])
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attachments['misp_events'] = attachments['misp_events'] + '\n%s;%s;%s;%s;%s;%s;%s' % (el['id'], el['title'].decode('utf-8'), el['date'], el['timestamp'], el['publish_timestamp'], el['threat_level'], el['analysis_completion'])
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report_body, attachments['attr_category'] = add_report_body(report_body, 'New or updated attributes - Category', report['attr_category'], 'AttributeCategory;Qt')
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report_body, attachments['attr_type'] = add_report_body(report_body, 'New or updated attributes - Type', report['attr_type'], 'AttributeType;Qt')
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report_body, attachments['tags_tlp'] = add_report_body(report_body, 'TLP Codes', report['tags_tlp'], 'TLP;Qt')
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report_body, attachments['tags_misp_galaxy'] = add_report_body(report_body, 'Tag MISP Galaxy', report['tags_misp_galaxy'], 'MISPGalaxy;Qt')
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report_body, attachments['tags_misp_galaxy_mitre'] = add_report_body(report_body, 'Tag MISP Galaxy Mitre', report['tags_misp_galaxy_mitre'], 'MISPGalaxyMitre;Qt')
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report_body, attachments['tags_misp_galaxy_threat_actor'] = add_report_body(report_body, 'Tag MISP Galaxy Threat Actor', report['tags_misp_galaxy_threat_actor'], 'MISPGalaxyThreatActor;Qt')
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report_body, attachments['tags_type'] = add_report_body(report_body, 'Tags', report['tags_type'], 'Tag;Qt')
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report_body, attachments['galaxies'] = add_report_body(report_body, 'Galaxies', report['galaxies'], 'Galaxies;Qt')
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report_body, attachments['galaxies_cluster'] = add_report_body(report_body, 'Galaxies Cluster', report['galaxies_cluster'], 'Galaxies;Qt')
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if sanitize_report:
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mitre_tactic = get_sanitized_report(report['tags_misp_galaxy_mitre'], 'ATT&CK Tactic')
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mitre_group = get_sanitized_report(report['tags_misp_galaxy_mitre'], 'ATT&CK Group')
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mitre_software = get_sanitized_report(report['tags_misp_galaxy_mitre'], 'ATT&CK Software')
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threat_actor = get_sanitized_report(report['tags_misp_galaxy_threat_actor'], 'MISP Threat Actor')
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misp_tag = get_sanitized_report(report['tags_type'], 'MISP Tags', False, True)
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report_body, attachments['mitre_tactics'] = add_report_body(report_body, 'MITRE ATT&CK Tactics (sanitized)', mitre_tactic, 'MITRETactics;Qt')
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report_body, attachments['mitre_group'] = add_report_body(report_body, 'MITRE ATT&CK Group (sanitized)', mitre_group, 'MITREGroup;Qt')
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report_body, attachments['mitre_software'] = add_report_body(report_body, 'MITRE ATT&CK Software (sanitized)', mitre_software, 'MITRESoftware;Qt')
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report_body, attachments['threat_actor'] = add_report_body(report_body, 'MISP Threat Actor (sanitized)', threat_actor, 'MISPThreatActor;Qt')
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report_body, attachments['misp_tag'] = add_report_body(report_body, 'Tags (sanitized)', misp_tag, 'MISPTags;Qt')
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report_body = report_body + "\n\nMISP Reporter Finished\n"
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return report_body, attachments
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def add_report_body(report_body, subtitle, data_object, csv_title):
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'''
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Add a section to the report body text
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'''
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if report_body:
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report_body = report_body + '\n\n'
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report_body = report_body + '\n%s\n-------------------------------------------------------------------------------' % subtitle
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data_object_s = sorted(data_object.items(), key=lambda kv: (kv[1], kv[0]), reverse=True)
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csv_attachment = csv_title
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for el in data_object_s:
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report_body = report_body + "\n%s \t %s" % (el[0], el[1])
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csv_attachment = csv_attachment + '\n%s;%s' % (el[0], el[1])
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return report_body, csv_attachment
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def msg_attach(content, filename):
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'''
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Return an message attachment object
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'''
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part = MIMEBase('application', "octet-stream")
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part.set_payload(content)
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part.add_header('Content-Disposition', 'attachment; filename="%s"' % filename)
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return part
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def print_report(report_body, attachments, smtp_from, smtp_to, smtp_server, misp_url):
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'''
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Print (or send) the report
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'''
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if args.mail:
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now = datetime.now()
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current_date = now.strftime(ts_format)
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if timeframe:
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subject = "MISP Report %s for last %s on %s" % (current_date, timeframe, misp_url)
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else:
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subject = "MISP Report %s from %s to %s on %s" % (current_date, date_from, date_to, misp_url)
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msg = MIMEMultipart()
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msg['From'] = smtp_from
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msg['To'] = smtp_to
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msg['Subject'] = subject
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msg.attach(MIMEText(report_body, 'text'))
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if args.mispevent:
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part = MIMEBase('application', "octet-stream")
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part.set_payload(attachments['misp_events'])
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part.add_header('Content-Disposition', 'attachment; filename="misp_events.csv"')
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msg.attach(part)
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msg.attach(msg_attach(attachments['attr_type'], 'attr_type.csv'))
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msg.attach(msg_attach(attachments['attr_category'], 'attr_category.csv'))
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msg.attach(msg_attach(attachments['tags_tlp'], 'tags_tlp.csv'))
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msg.attach(msg_attach(attachments['tags_misp_galaxy_mitre'], 'tags_misp_galaxy_mitre.csv'))
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msg.attach(msg_attach(attachments['tags_misp_galaxy'], 'tags_misp_galaxy.csv'))
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msg.attach(msg_attach(attachments['tags_misp_galaxy_threat_actor'], 'tags_misp_galaxy_threat_actor.csv'))
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msg.attach(msg_attach(attachments['tags_type'], 'tags_type.csv'))
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msg.attach(msg_attach(attachments['galaxies'], 'galaxies.csv'))
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msg.attach(msg_attach(attachments['galaxies_cluster'], 'galaxies_cluster.csv'))
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msg.attach(msg_attach(attachments['misp_tag'], 'misp_tag.csv'))
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msg.attach(msg_attach(attachments['threat_actor'], 'threat_actor.csv'))
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msg.attach(msg_attach(attachments['mitre_software'], 'mitre_software.csv'))
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msg.attach(msg_attach(attachments['mitre_group'], 'mitre_group.csv'))
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msg.attach(msg_attach(attachments['mitre_tactics'], 'mitre_tactics.csv'))
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server = smtplib.SMTP(smtp_server)
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server.sendmail(smtp_from, smtp_to, msg.as_string())
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else:
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print(report_body)
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def get_sanitized_report(dataset, sanitize_selector='ATT&CK Tactic', lower=False, add_not_sanitized=False):
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'''
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Remove or bundle some of the tags
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'quick'n'dirty ; could also do this by using the galaxy/tags definition
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'''
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# If you add the element completely then it gets removed by an empty string; this allows to filter out non-relevant items
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sanitize_set = {
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'ATT&CK Tactic': ['misp-galaxy:mitre-enterprise-attack-pattern="', 'misp-galaxy:mitre-pre-attack-pattern="', 'misp-galaxy:mitre-mobile-attack-pattern="', 'misp-galaxy:mitre-attack-pattern="', 'misp-galaxy:mitre-enterprise-attack-attack-pattern="', 'misp-galaxy:mitre-pre-attack-attack-pattern="', 'misp-galaxy:mitre-enterprise-attack-attack-pattern="', 'misp-galaxy:mitre-mobile-attack-attack-pattern="'],
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'ATT&CK Group': ['misp-galaxy:mitre-enterprise-intrusion-set="', 'misp-galaxy:mitre-pre-intrusion-set="', 'misp-galaxy:mitre-mobile-intrusion-set="', 'misp-galaxy:mitre-intrusion-set="', 'misp-galaxy:mitre-enterprise-attack-intrusion-set="', 'misp-galaxy:mitre-pre-attack-intrusion-set="', 'misp-galaxy:mitre-mobile-attack-intrusion-set="'],
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'ATT&CK Software': ['misp-galaxy:mitre-enterprise-malware="', 'misp-galaxy:mitre-pre-malware="', 'misp-galaxy:mitre-mobile-malware="', 'misp-galaxy:mitre-malware="', 'misp-galaxy:mitre-enterprise-attack-tool="', 'misp-galaxy:mitre-enterprise-tool="', 'misp-galaxy:mitre-pre-tool="', 'misp-galaxy:mitre-mobile-tool="', 'misp-galaxy:mitre-tool="', 'misp-galaxy:mitre-enterprise-attack-malware="'],
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'MISP Threat Actor': ['misp-galaxy:threat-actor="'],
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'MISP Tags': ['circl:incident-classification="', 'osint:source-type="blog-post"', 'misp-galaxy:tool="', 'CERT-XLM:malicious-code="', 'circl:topic="', 'ddos:type="', 'ecsirt:fraud="', 'dnc:malware-type="', 'enisa:nefarious-activity-abuse="', 'europol-incident:information-gathering="', 'misp-galaxy:ransomware="', 'misp-galaxy:rat="', 'misp-galaxy:social-dark-patterns="', 'misp-galaxy:tool="', 'misp:threat-level="', 'ms-caro-malware:malware-platform=', 'ms-caro-malware:malware-type=', 'veris:security_incident="', 'veris:attribute:integrity:variety="', 'veris:actor:motive="', 'misp-galaxy:banker="', 'misp-galaxy:malpedia="', 'misp-galaxy:botnet="', 'malware_classification:malware-category="', 'TLP: white', 'TLP: Green',
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'inthreat:event-src="feed-osint"', 'tlp:white', 'tlp:amber', 'tlp:green', 'tlp:red', 'osint:source-type="blog-post"', 'Partner Feed', 'IBM XForce', 'type:OSINT', 'malware:', 'osint:lifetime="perpetual"', 'Actor:', 'osint:certainty="50"', 'Banker:', 'Group:', 'Threat:',
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'ncsc-nl-ndn:feed="selected"', 'misp-galaxy:microsoft-activity-group="', 'admiralty-scale:source-reliability="b"', 'admiralty-scale:source-reliability="a"', 'admiralty-scale:information-credibility="2"', 'admiralty-scale:information-credibility="3"',
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'feed:source="CESICAT"', 'osint:source-type="automatic-analysis"', 'workflow:state="complete"', 'osint:source-type="technical-report"',
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'csirt_case_classification:incident-category="', 'dnc:driveby-type="', 'veris:action:social:variety="', 'osint:source-type="',
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'osint:source-type="microblog-post"', 'ecsirt:malicious-code="', 'misp-galaxy:sector="', 'veris:action:variety=', 'label=', 'csirt_case_classification:incident-category="', 'admiralty-scale:source-reliability="c"', 'workflow:todo="review"', 'LDO-CERT:detection="toSIEM"', 'Threat tlp:White', 'Threat Type:', 'adversary:infrastructure-state="active"', 'cirl:incident-classification:', 'misp-galaxy:android="', 'dnc:infrastructure-type="', 'ecsirt:information-gathering="', 'ecsirt:intrusions="', 'dhs-ciip-sectors:DHS-critical-sectors="', 'malware_classification:obfuscation-technique="no-obfuscation"',
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'riskiq:threat-type="', 'veris:action:hacking:variety="', 'veris:action:social:target="', 'workflow:state="incomplete"', 'workflow:todo="add-tagging"', 'workflow:todo="add-context"', 'europol-incident:availability="', 'label=', 'misp-galaxy:stealer="', 'misp-galaxy:exploit-kit="', 'rsit:availability="', 'rsit:fraud="', 'ransomware:type="', 'veris:action:variety=', 'malware:',
|
|
'ecsirt:abusive-content="']}
|
|
if sanitize_selector == 'MISP Tags':
|
|
sanitize_set['MISP Tags'] = sanitize_set['MISP Tags'] + sanitize_set['ATT&CK Tactic'] + sanitize_set['ATT&CK Group'] + sanitize_set['ATT&CK Software'] + sanitize_set['MISP Threat Actor']
|
|
result_sanitize_set = {}
|
|
|
|
if dataset:
|
|
for element in dataset:
|
|
sanited = False
|
|
for sanitize_el in sanitize_set[sanitize_selector]:
|
|
if sanitize_el in element:
|
|
sanited = True
|
|
new_el = element.replace(sanitize_el, '').replace('"', '').strip()
|
|
if lower:
|
|
new_el = new_el.lower()
|
|
result_sanitize_set[new_el] = dataset[element]
|
|
if add_not_sanitized and not sanited:
|
|
new_el = element.strip()
|
|
if lower:
|
|
new_el = new_el.lower()
|
|
result_sanitize_set[new_el] = dataset[element]
|
|
|
|
return result_sanitize_set
|
|
|
|
|
|
if __name__ == '__main__':
|
|
parser = argparse.ArgumentParser(description='Generate a report of your MISP statistics.')
|
|
group = parser.add_mutually_exclusive_group(required=True)
|
|
group.add_argument('-t', '--timeframe', action='store', help='Timeframe to include in the report')
|
|
group.add_argument('-f', '--date_from', action='store', help='Start date of query (YYYY-MM-DD)')
|
|
parser.add_argument('-u', '---date-to', action='store', help='End date of query (YYYY-MM-DD)')
|
|
parser.add_argument('-e', '--mispevent', action='store_true', help='Include MISP event titles')
|
|
parser.add_argument('-m', '--mail', action='store_true', help='Mail the report')
|
|
parser.add_argument('-o', '--mailoptions', action='store', help='mailoptions: \'smtp_from=INSERT_FROM;smtp_to=INSERT_TO;smtp_server=localhost\'')
|
|
|
|
args = parser.parse_args()
|
|
misp = init(misp_url, misp_key, misp_verifycert)
|
|
|
|
timeframe = args.timeframe
|
|
if not timeframe:
|
|
date_from = args.date_from
|
|
if not args.date_to:
|
|
today = date.today()
|
|
date_to = today.strftime("%Y-%m-%d")
|
|
else:
|
|
date_to = args.date_to
|
|
else:
|
|
date_from = None
|
|
date_to = None
|
|
|
|
ts_format = '%Y-%m-%d %H:%M:%S'
|
|
threat_levels = ['High', 'Medium', 'Low', 'Undef']
|
|
analysis_completion = ['Initial', 'Ongoing', 'Complete']
|
|
smtp_from = 'INSERT_FROM'
|
|
smtp_to = 'INSERT_TO'
|
|
smtp_server = 'localhost'
|
|
|
|
if args.mailoptions:
|
|
mailoptions = args.mailoptions.split(';')
|
|
for s in mailoptions:
|
|
if s.split('=')[0] == 'smtp_from':
|
|
smtp_from = s.split('=')[1]
|
|
if s.split('=')[0] == 'smtp_to':
|
|
smtp_to = s.split('=')[1]
|
|
if s.split('=')[0] == 'smtp_server':
|
|
smtp_server = s.split('=')[1]
|
|
|
|
report = get_data(misp, timeframe, date_from, date_to)
|
|
if(report):
|
|
report_body, attachments = build_report(report, timeframe, misp_url)
|
|
print_report(report_body, attachments, smtp_from, smtp_to, smtp_server, misp_url)
|