DomainClassifier ================ DomainClassifier is a simple Python library to extract and classify Internet domains/hostnames/IP addresses from raw unstructured text files following their existence, localization or attributes. DomainClassifier can be used to extract Internet hosts from any free texts or collected unstructured information. A passive dns output is also available. ![An overview of the DomainClassifier methods](https://raw.github.com/adulau/DomainClassifier/master/doc/domainclassifier-flow.png) Install ------- [DomainClassifier](https://pypi.python.org/pypi/DomainClassifier/) is part of the pypi package. It can be installed using the pip command: `pip install DomainClassifier` ```python In [11]: c = DomainClassifier.domainclassifier.Extract(rawtext="www.google.com foo.bar ppp.ppp") In [12]: c.potentialdomain() Out[12]: ['www.google.com', 'foo.bar'] ``` How To Use It ------------- ```python import DomainClassifier.domainclassifier c = DomainClassifier.domainclassifier.Extract( rawtext = "www.xxx.com this is a text with a domain called test@foo.lu another test abc.lu something a.b.c.d.e end of 1.2.3.4 foo.be www.belnet.be ht tp://www.cert.be/ www.public.lu www.allo.lu quuxtest www.eurodns.com something-broken-www.google.com www.google.lu trailing test www.facebook.com www.nic.ru www.youporn.com 8.8.8. 8 201.1.1.1") # extracting potentially valid domains from rawtext print(c.potentialdomain()) # reduce set of potentially valid domains to existing domains # (based on SOA,A,AAAA,CNAME,MX records) print(c.validdomain(extended=True)) # reduce set of valid domains with DNS records associated to a # specified country print("US:") print(c.localizedomain(cc='US')) print("LU:") print(c.localizedomain(cc='LU')) print("BE:") print(c.localizedomain(cc='BE')) print("Ranking:") print(c.rankdomain()) # extract valid IPv4 addresses (using the potential list of valid domains) print("List of ip addresses:") print(c.ipaddress(extended=True)) # some more filtering print("Include dot.lu:") print(c.include(expression=r'\.lu$')) print("Exclude dot.lu:") print(c.exclude(expression=r'\.lu$')) ``` ### Sample output ```python ['www.xxx.com', 'foo.lu', 'abc.lu', 'a.b.c.d.e', '1.2.3.4', 'foo.be', 'www.belnet.be', 'www.cert.be', 'www.public.lu', 'www.allo.lu', 'www.eurodns.com', 'something-broken-www.google.com', 'www.google.lu', 'www.facebook.com', 'www.nic.ru', 'www.youporn.com', '8.8.8.8', '201.1.1.1'] [('www.xxx.com', 'A', ), ('abc.lu', 'SOA', ), ('abc.lu', 'MX', ), ('foo.be', 'A', ), ('foo.be', 'AAAA', ), ('foo.be', 'SOA', ), ('foo.be', 'MX', ), ('www.belnet.be', 'A', ), ('www.belnet.be', 'AAAA', ), ('www.belnet.be', 'CNAME', ), ('www.cert.be', 'A', ), ('www.cert.be', 'AAAA', ), ('www.cert.be', 'SOA', ), ('www.cert.be', 'MX', ), ('www.cert.be', 'CNAME', ), ('www.public.lu', 'A', ), ('www.allo.lu', 'A', ), ('www.eurodns.com', 'A', ), ('www.google.lu', 'A', ), ('www.google.lu', 'AAAA', ), ('www.facebook.com', 'A', ), ('www.facebook.com', 'AAAA', ), ('www.facebook.com', 'MX', ), ('www.facebook.com', 'CNAME', ), ('www.nic.ru', 'A', ), ('www.nic.ru', 'MX', ), ('www.youporn.com', 'A', ), ('www.youporn.com', 'SOA', ), ('www.youporn.com', 'MX', ), ('www.youporn.com', 'CNAME', )] US: [('www.xxx.com', 'A', ), ('www.google.lu', 'A', )] LU: [('www.public.lu', 'A', ), ('www.allo.lu', 'A', ), ('www.eurodns.com', 'A', )] BE: [('foo.be', 'A', ), ('www.belnet.be', 'A', ), ('www.belnet.be', 'CNAME', ), ('www.cert.be', 'A', ), ('www.cert.be', 'CNAME', )] Ranking: [(1.0, 'www.youporn.com'), (1.0, 'www.youporn.com'), (1.0000120563271599, 'www.belnet.be'), (1.0000120563271599, 'www.belnet.be'), (1.0000120563271599, 'www.cert.be'), (1.0000120563271599, 'www.cert.be'), (1.0000372023809501, 'foo.be'), (1.0001395089285701, 'www.public.lu'), (1.00015419407895, 'www.allo.lu'), (1.0003662109375, 'www.eurodns.com'), (1.0004111842105301, 'www.xxx.com'), (1.0005944293478299, 'www.nic.ru'), (1.0024646577381, 'www.facebook.com'), (1.0024646577381, 'www.facebook.com'), (1.002635288165, 'www.google.lu')] List of ip addresses: ('15169', 'AU', ) ('15169', 'US', ) ('27699', 'BR', ) set([('201.1.1.1', '(\'27699\', \'BR\', )'), ('8.8.8.8', '(\'15169\', \'US\', )'), ('1.2.3.4', '(\'15169\', \'AU\', )')]) Include dot.lu: ['abc.lu', 'abc.lu', 'www.public.lu', 'www.allo.lu', 'www.google.lu', 'www.google.lu'] Exclude dot.lu: ['www.xxx.com', 'foo.be', 'foo.be', 'foo.be', 'foo.be', 'www.belnet.be', 'www.belnet.be', 'www.belnet.be', 'www.cert.be', 'www.cert.be', 'www.cert.be', 'www.cert.be', 'www.cert.be', 'www.eurodns.com', 'www.facebook.com', 'www.facebook.com', 'www.facebook.com', 'www.facebook.com', 'www.nic.ru', 'www.nic.ru', 'www.youporn.com', 'www.youporn.com', 'www.youporn.com', 'www.youporn.com'] ``` ### Software Required * Python (tested successfully on version 2.6, 2.7 and 3.5) * dnspython library - http://www.dnspython.org/ * IPy library * [pybgpranking](https://github.com/D4-project/BGP-Ranking/tree/master/client) to get malicious ranking of BGP AS number via [BGP Ranking](https://github.com/D4-project/BGP-Ranking) ### Software using DomainClassifier * [AIL framework - Analysis Information Leak framework](https://github.com/ail-project/ail-framework) ### License ~~~~ Copyright (C) 2012-2023 Alexandre Dulaunoy - a(at)foo.be Copyright (C) 2021 Aurelien Thirion This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details. You should have received a copy of the GNU Affero General Public License along with this program. If not, see . ~~~~