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CEPTD/docker/logstash/dist/create_capec_db.py
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#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ @author: chribell This script is used to create a simple CAPEC database as an SQLite file. Arguments --------- 1. Directory path of CAPEC sqlite db 2. Path of ouput sqlite file Example --------- ./create_capec_db.py /directory_of_xml output_capec_db """ from sys import argv from os import path from sqlitedict import SqliteDict import xml.etree.ElementTree as ET def read_capec(capec_file): """ Parameters ---------- capec_file : str The capec.xml file path. Returns ------- capecs : dict A CAPEC dictionary. """ tree = ET.parse(capec_file) root = tree.getroot() namespace = '{http://capec.mitre.org/capec-3}' attack_patterns = root[0] capecs = {} for ap in attack_patterns: _id = ap.attrib['ID'] _name = ap.attrib['Name'] _description = ap.findall(namespace + 'Description')[0].text cwes = [] relationships = {} for relation in ap.findall(namespace + 'Related_Attack_Patterns/' + namespace + 'Related_Attack_Pattern'): relationships[relation.attrib['CAPEC_ID']] = relation.attrib['Nature'] for cwe in ap.findall(namespace + 'Related_Weaknesses/' + namespace + 'Related_Weakness'): cwes.append(cwe.attrib['CWE_ID']) parents = [k for k, v in relationships.items() if v == 'ChildOf'] capecs[_id] = { 'id': _id, 'name': _name, 'description': _description, 'cwe': cwes, 'parents': parents, 'relationships': relationships, } return capecs def read_cwe(cwe_file): """ Parameters ---------- cwe_file : str The cwe.xml file path. Returns ------- cwes : dict A CWE dictionary. """ tree = ET.parse(cwe_file) root = tree.getroot() namespace = '{http://cwe.mitre.org/cwe-6}' weaknesses = root[0] cwes = {} for w in weaknesses: _id = w.attrib['ID'] _name = w.attrib['Name'] _description = w.findall(namespace + 'Description')[0].text cves = [] relationships = {} for relation in w.findall(namespace + 'Related_Weaknesses/' + namespace + 'Related_Weakness'): relationships[relation.attrib['CWE_ID']] = relation.attrib['Nature'] for cwe in w.findall(namespace + 'Observed_Examples/' + namespace + 'Observed_Example/' + namespace + 'Reference'): cves.append(cwe.text) parents = [k for k, v in relationships.items() if v == 'ChildOf'] cwes[_id] = { 'id': _id, 'name': _name, 'description': _description, 'cve': cves, 'parents': parents, 'relationships': relationships } return cwes def read_cve(cve_file): """ Parameters ---------- cve_file : str The cve.xml file path. Returns ------- cves : dict A CVE dictionary. """ tree = ET.parse(cve_file) root = tree.getroot() namespace = '{http://cve.mitre.org/cve/downloads/1.0}' cves = {} for v in root: _id = v.attrib['name'] cves[_id] = { 'id': _id, 'description': v.findall(namespace + 'desc')[0].text, 'type': v.attrib['type'] } return cves def add_children_graph(db): """ Parameters ---------- db : dict Returns ------- db : dict Mutates the input dictionary with a map of parent-child hierarchy, i.e. with a directed graph. """ graph = {} for i in db: for r in db[i]['relationships']: if db[i]['relationships'][r] == 'ChildOf': graph[r] = graph.get(r, []) graph[r].append(i) for i in db: db[i]['children'] = graph[i] if i in graph else [] return db def map_many_to_many(d, field): """ Parameters ---------- d : dict The input dictionary. field : str The filtering key. Returns ------- m : dict A filtered dictionary composed only with non empty lists. m_inv : dict The inverted dictionary of m. """ m = {k: v[field] for k, v in d.items() if len(v[field]) > 0} m_inv = {} for k, v in m.items(): for i in v: m_inv[i] = m_inv.get(i, []) m_inv[i].append(k) return m, m_inv def start(input_dir, db_path): # read mapping capec = read_capec(input_dir + '/capec.xml') capec = add_children_graph(capec) cwe = read_cwe(input_dir + '/cwe.xml') cwe = add_children_graph(cwe) # cve = read_cve(input_dir + '/cve.xml') # read suricata sid to cve mapping sid_cve = {} with open(input_dir +'/sid-cve', 'r') as f: for line in f: tmp = line.split(' ') sid_cve[tmp[0].strip(' "\'\t\r ')] = tmp[1].strip(' "\'\t\r ') cwe_cve, cve_cwe = map_many_to_many(cwe, 'cve') capec_cwe, cwe_capec = map_many_to_many(capec, 'cwe') capecdb = SqliteDict(db_path, autocommit=True) capecdb['capec'] = capec capecdb['cwe'] = cwe # capecdb['cve'] = cve capecdb['sid-cve'] = sid_cve capecdb['cve-cwe'] = cve_cwe capecdb['cwe-cve'] = cwe_cve capecdb['cwe-capec'] = cwe_capec capecdb['capec-cwe'] = capec_cwe capecdb.close() if len(argv) - 1 == 2 and path.exists(argv[1]): start(argv[1], argv[2]) else: print('Error, please provide the paths of eve.json and capecdb') |