#!/usr/bin/env python # -*- coding: utf-8 -*- ''' Koen Van Impe Disable the to_ids flag of an attribute when there are to many false positives Put this script in crontab to run every /15 or /60 */5 * * * * mispuser /usr/bin/python3 /home/mispuser/PyMISP/examples/falsepositive_disabletoids.py Do inline config in "main" ''' from pymisp import ExpandedPyMISP, MISPEvent from keys import misp_url, misp_key, misp_verifycert from datetime import datetime from datetime import date import datetime as dt import smtplib import mimetypes from email.mime.multipart import MIMEMultipart from email import encoders from email.mime.base import MIMEBase from email.mime.text import MIMEText import argparse def init(url, key, verifycert): ''' Template to get MISP module started ''' return ExpandedPyMISP(url, key, verifycert, 'json') if __name__ == '__main__': minimal_fp = 0 threshold_to_ids = .50 minimal_date_sighting_date = '1970-01-01 00:00:00' smtp_from = 'INSERT_FROM' smtp_to = 'INSERT_TO' smtp_server = 'localhost' report_changes = '' ts_format = '%Y-%m-%d %H:%M:%S' parser = argparse.ArgumentParser(description="Disable the to_ids flag of attributes with a certain number of false positives above a threshold.") 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\'') parser.add_argument('-b', '--minimal-fp', default=minimal_fp, type=int, help='Minimal number of false positive (default: %(default)s )') parser.add_argument('-t', '--threshold', default=threshold_to_ids, type=float, help='Threshold false positive/true positive rate (default: %(default)s )') parser.add_argument('-d', '--minimal-date-sighting', default=minimal_date_sighting_date, help='Minimal date for sighting (false positive / true positive) (default: %(default)s )') args = parser.parse_args() misp = init(misp_url, misp_key, misp_verifycert) minimal_fp = int(args.minimal_fp) threshold_to_ids = args.threshold minimal_date_sighting_date = args.minimal_date_sighting minimal_date_sighting = int(dt.datetime.strptime(minimal_date_sighting_date, '%Y-%m-%d %H:%M:%S').strftime("%s")) # Fetch all the attributes result = misp.search('attributes', to_ids=1, include_sightings=1) if 'Attribute' in result: for attribute in result['Attribute']: true_positive = 0 false_positive = 0 compute_threshold = 0 attribute_id = attribute['id'] attribute_value = attribute['value'] attribute_uuid = attribute['uuid'] event_id = attribute['event_id'] # Only do something if there is a sighting if 'Sighting' in attribute: for sighting in attribute['Sighting']: if int(sighting['date_sighting']) > minimal_date_sighting: if int(sighting['type']) == 0: true_positive = true_positive + 1 elif int(sighting['type']) == 1: false_positive = false_positive + 1 if false_positive > minimal_fp: compute_threshold = false_positive / (true_positive + false_positive) if compute_threshold >= threshold_to_ids: # Fetch event title for report text event_details = misp.get_event(event_id) event_info = event_details['Event']['info'] misp.update_attribute( { 'uuid': attribute_uuid, 'to_ids': 0}) report_changes = report_changes + 'Disable to_ids for [%s] (%s) in event [%s] (%s) - FP: %s TP: %s \n' % (attribute_value, attribute_id, event_info, event_id, false_positive, true_positive) # Changing the attribute to_ids flag sets the event to unpublished misp.publish(event_id) # Only send/print the report if it contains content if report_changes: if args.mail: 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] now = datetime.now() current_date = now.strftime(ts_format) report_changes_body = 'MISP Disable to_ids flags for %s on %s\n-------------------------------------------------------------------------------\n\n' % (misp_url, current_date) report_changes_body = report_changes_body + 'Minimal number of false positives before considering threshold: %s\n' % (minimal_fp) report_changes_body = report_changes_body + 'Threshold false positives/true positives to disable to_ids flag: %s\n' % (threshold_to_ids) report_changes_body = report_changes_body + 'Minimal date for sighting false positives: %s\n\n' % (minimal_date_sighting_date) report_changes_body = report_changes_body + report_changes report_changes_body = report_changes_body + '\nEvents that have attributes with changed to_ids flag have been republished, without e-mail notification.' report_changes_body = report_changes_body + '\n\nMISP Disable to_ids Finished\n' subject = 'Report of disable to_ids flag for false positives sightings of %s' % (current_date) msg = MIMEMultipart() msg['From'] = smtp_from msg['To'] = smtp_to msg['Subject'] = subject msg.attach(MIMEText(report_changes_body, 'text')) print(report_changes_body) server = smtplib.SMTP(smtp_server) server.sendmail(smtp_from, smtp_to, msg.as_string()) else: print(report_changes)