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.

Install

DomainClassifier is part of the pypi package. It can be installed using the pip command:

pip install DomainClassifier


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

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

['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', <DNS IN A rdata: 67.23.112.226>), ('abc.lu', 'SOA', <DNS IN SOA rdata: neptun.vo.lu. Administrator.vo.lu. 2006063001 86400 7200 2419200 3600>), ('abc.lu', 'MX', <DNS IN MX rdata: 10 proteus.vo.lu.>), ('foo.be', 'A', <DNS IN A rdata: 188.65.217.78>), ('foo.be', 'AAAA', <DNS IN AAAA rdata: 2001:6f8:202:2df::2>), ('foo.be', 'SOA', <DNS IN SOA rdata: ka.quuxlabs.com. adulau.foo.be. 2010121901 21600 3600 604800 86400>), ('foo.be', 'MX', <DNS IN MX rdata: 10 mail.foo.be.>), ('www.belnet.be', 'A', <DNS IN A rdata: 193.190.130.15>), ('www.belnet.be', 'AAAA', <DNS IN AAAA rdata: 2001:6a8:3c80:8300::15>), ('www.belnet.be', 'CNAME', <DNS IN CNAME rdata: fiorano.belnet.be.>), ('www.cert.be', 'A', <DNS IN A rdata: 193.190.198.61>), ('www.cert.be', 'AAAA', <DNS IN AAAA rdata: 2001:6a8:3c80::61>), ('www.cert.be', 'SOA', <DNS IN SOA rdata: ns.belnet.be. hostmaster.belnet.be. 2013053039 360 180 1209600 3600>), ('www.cert.be', 'MX', <DNS IN MX rdata: 10 asp-mxa.belnet.be.>), ('www.cert.be', 'CNAME', <DNS IN CNAME rdata: cert.be.>), ('www.public.lu', 'A', <DNS IN A rdata: 194.154.200.74>), ('www.allo.lu', 'A', <DNS IN A rdata: 80.90.47.69>), ('www.eurodns.com', 'A', <DNS IN A rdata: 80.92.65.165>), ('www.google.lu', 'A', <DNS IN A rdata: 173.194.66.94>), ('www.google.lu', 'AAAA', <DNS IN AAAA rdata: 2a00:1450:400c:c03::5e>), ('www.facebook.com', 'A', <DNS IN A rdata: 31.13.64.1>), ('www.facebook.com', 'AAAA', <DNS IN AAAA rdata: 2a03:2880:10:8f07:face:b00c::1>), ('www.facebook.com', 'MX', <DNS IN MX rdata: 10 msgin.t.facebook.com.>), ('www.facebook.com', 'CNAME', <DNS IN CNAME rdata: star.c10r.facebook.com.>), ('www.nic.ru', 'A', <DNS IN A rdata: 194.85.61.42>), ('www.nic.ru', 'MX', <DNS IN MX rdata: 0 nomail.nic.ru.>), ('www.youporn.com', 'A', <DNS IN A rdata: 31.192.116.24>), ('www.youporn.com', 'SOA', <DNS IN SOA rdata: pdns1.ultradns.net. dns.manwin.com. 2012041840 86400 86400 86400 86400>), ('www.youporn.com', 'MX', <DNS IN MX rdata: 20 smtp-scan01.mx.reflected.net.>), ('www.youporn.com', 'CNAME', <DNS IN CNAME rdata: youporn.com.>)]
US:
[('www.xxx.com', 'A', <DNS IN A rdata: 67.23.112.226>), ('www.google.lu', 'A', <DNS IN A rdata: 173.194.66.94>)]
LU:
[('www.public.lu', 'A', <DNS IN A rdata: 194.154.200.74>), ('www.allo.lu', 'A', <DNS IN A rdata: 80.90.47.69>), ('www.eurodns.com', 'A', <DNS IN A rdata: 80.92.65.165>)]
BE:
[('foo.be', 'A', <DNS IN A rdata: 188.65.217.78>), ('www.belnet.be', 'A', <DNS IN A rdata: 193.190.130.15>), ('www.belnet.be', 'CNAME', <DNS IN CNAME rdata: fiorano.belnet.be.>), ('www.cert.be', 'A', <DNS IN A rdata: 193.190.198.61>), ('www.cert.be', 'CNAME', <DNS IN CNAME rdata: cert.be.>)]
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', <DNS IN TXT rdata: "15169 | 1.2.3.0/24 | AU | apnic | 2011-08-11">)
('15169', 'US', <DNS IN TXT rdata: "15169 | 8.8.8.0/24 | US | arin | 1992-12-01">)
('27699', 'BR', <DNS IN TXT rdata: "27699 | 201.1.0.0/17 | BR | lacnic | 2003-12-08">)
set([('201.1.1.1', '(\'27699\', \'BR\', <DNS IN TXT rdata: "27699 | 201.1.0.0/17 | BR | lacnic | 2003-12-08">)'), ('8.8.8.8', '(\'15169\', \'US\', <DNS IN TXT rdata: "15169 | 8.8.8.0/24 | US | arin | 1992-12-01">)'), ('1.2.3.4', '(\'15169\', \'AU\', <DNS IN TXT rdata: "15169 | 1.2.3.0/24 | AU | apnic | 2011-08-11">)')])
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 to get malicious ranking of BGP AS number via BGP Ranking

Software using DomainClassifier

AIL framework - Analysis Information Leak framework

License

Copyright (C) 2012-2021 Alexandre Dulaunoy - a(at)foo.be

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 <http://www.gnu.org/licenses/>.

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