GitHub Repository: Azure/Azure-Sentinel-Notebooks
Path: blob/master/tutorials-and-examples/feature-tutorials/VirusTotalLookup.ipynb
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Kernel: Python 3

Title: msticpy - VirusTotal Lookup

Disclaimer and Acknowledgements:

The code in this module is offered as a convenience wrapper for the VirusTotal API based on the public documentation. The code does not originate from VirusTotal, nor is it endorsed by them. I'd like thank them for

Wonderfully clear documention and examples
Granting me extra querying capacity for my account for testing

You must have msticpy installed to run this notebook:

%pip install --upgrade msticpy

New Features

This is quite and old notebook and some developments largely supercede this component.

Virus Total queries have been integrated into the core TILookup functionality in MSTICPy See the TIProviders notebook and the TIProviders documentation for more details
VirusTotal V3 API - VT have release a new version of their API which allows graph traversal to get information about how malware and actors are linked. See the VT3Lookup notebook for more details

Introduction

This class allows you to submit Indicators of Compromise (IoC) to VirusTotal and receive and process the content of the response. You can submit a single item or a set of items in a column of a pandas DataFrame.

VirusTotal supports the following IoC Types:

FileHash
URL
IP Address (v4)
DNS Domain

The first two of these result in full reports of malicious content from scans. The IP Address and DNS items provide secondary lookup - e.g. if IP Address 111.222.3.5 or www.evil.net is linked to a positive (malicious) report for a URL, the latter report will be returned in the results. VT does not report directly on the reputation of IP addresses or DNS domains.

Virus Total Lookup

To use this module need an API key from virus total, which you can obtain here: https://www.virustotal.com/.

Note that VT throttles requests for free API keys to 4/minute. If you are unable to process the entire data set, try splitting it and submitting smaller chunks.

Things to note:

Virus Total lookups include file hashes, domains, IP addresses and URLs.
The returned data is slightly different depending on the input type
The VTLookup class tries to screen input data to prevent pointless lookups. E.g.:
- Only public IP Addresses will be submitted (no loopback, private address space, etc.)
- URLs with only local (unqualified) host parts will not be submitted.
- Domain names that are unqualified will not be submitted.
- Hash-like strings (e.g 'AAAAAAAAAAAAAAAAAA') that do not appear to have enough entropy to be a hash will not be submitted.
- If submitted in a batch (i.e. using a DataFrame as input) duplicate IoCs are not submitted. Duplicates will be given the results from the original lookip

In [1]:

# Imports
import sys
MIN_REQ_PYTHON = (3,6)
if sys.version_info < MIN_REQ_PYTHON:
    print('Check the Kernel->Change Kernel menu and ensure that Python 3.6')
    print('or later is selected as the active kernel.')
    sys.exit("Python %s.%s or later is required.\n" % MIN_REQ_PYTHON)


from IPython.display import display
import pandas as pd

import msticpy.sectools as sectools
import msticpy.nbtools as mas
from msticpy.sectools import VTLookup, IoCExtract

Out[1]:

Contents

You will need a VirusTotal API key

You will get more detailed results if you have a private API key but you can get a lot of good information using the public API and a free API key. You are however limited in the number of requests you can make.

In [2]:

# Enter your VT Key here
vt_key = mas.GetEnvironmentKey(env_var='VT_API_KEY',
                           help_str='To obtain an API key sign up here https://www.virustotal.com/',
                           prompt='Virus Total API key:')
vt_key.display()

Out[2]:

HBox(children=(Text(value='fbe87704dae3d315967145642dedc8cf3301fa8186fc1358090aea9bb334b755', description='Vir…

In [7]:

# Create an instance of the class

vt_lookup = sectools.VTLookup(vt_key.value, verbosity=2)

Contents

Looking up Single IoCs

Signature: vt_lookup.lookup_ioc(observable: str, ioc_type: str, output: str = 'dict')
Docstring:
Look up and single IoC observable.

    :param observable: The observable value
    :param ioc_type: The IoC Type (see 'supported_ioc_types' attribute)
    :param output='dict': Output results as a dictionary (or list of dicts)
        if output is any other value the result will be returned in a
        Pandas DataFrame

    Returns:
        list{dict}: if output == 'dict'
        pd.DataFrame: otherwise

In [4]:

# Default output type for single item is a dict
vt_lookup.lookup_ioc(observable='90.156.201.97', ioc_type='ipv4')

Out[4]:

{'Observable': '90.156.201.97',
 'IoCType': 'ipv4',
 'Status': 'Success',
 'ResponseCode': 1,
 'RawResponse': '{"undetected_downloaded_samples": [{"date": "2019-03-12 19:02:12", "positives": 0, "total": 46, "sha256": "5c51cf182781dbd3fdbe3fe8a6e01742ab02729cf9c4c2450f3699ab15fd7ba9"}, {"date": "2018-12-08 12:29:43", "positives": 0, "total": 70, "sha256": "1c879f33fdfdad829682b3572652178b4d8344d6b1001fabafea2e6897cd7c5a"}, {"date": "2019-02-27 17:31:43", "positives": 0, "total": 57, "sha256": "78342a0905a72ce44da083dcb5d23b8ea0c16992ba2a82eece97e033d76ba3d3"}, {"date": "2019-02-11 13:06:10", "positives": 0, "total": 71, "sha256": "0f774764181a1d850141bf64393228b7acdb6261844f0165a78839f549d7bcce"}, {"date": "2019-02-13 19:22:34", "positives": 0, "total": 55, "sha256": "13e5f2a6c4bbed674eea0e0bff9a78fc9b38a5b1f83fb69552b4673fe796e8c0"}, {"date": "2019-02-13 06:12:51", "positives": 0, "total": 56, "sha256": "7aada93462e39cd1370151b2dfe6254328d2b8e16dc927cb56689fc1334ee86c"}, {"date": "2019-02-12 10:17:57", "positives": 0, "total": 47, "sha256": "0eef76a9583a6c7a1eb764d33fe376bfe1861df79fab82c2c3f5d16183e82016"}, {"date": "2019-02-07 15:51:46", "positives": 0, "total": 43, "sha256": "a283ade31ca47bcc13b6062ee025b2ccd8ec33d67c10749841ce4dc7f5c3562d"}, {"date": "2019-02-05 18:09:42", "positives": 0, "total": 56, "sha256": "65bfaed04c98c3a513e7aaef5a3da485b9b0a8cd36949fc44a4d73d107f8fc98"}, {"date": "2019-02-05 18:09:26", "positives": 0, "total": 59, "sha256": "36fe54090569bd3c9f81bbce5f4a52de185735f1de8376e6d4ac15c68dc56161"}, {"date": "2017-03-21 05:05:01", "positives": 0, "total": 64, "sha256": "928f363f91c87838f8fa8613abbf1ce17e12234d094af1a17b5c873d8f12754b"}, {"date": "2019-01-23 22:14:19", "positives": 0, "total": 69, "sha256": "9b98dbd4070a8ad3c8cdb08f70b305c68a147d37d7ac90f783e2baa8f0a38a91"}, {"date": "2019-01-23 21:32:11", "positives": 0, "total": 70, "sha256": "2368aab964018b4221282180133e186ba84167aa5dfdbb7d2759a2fbfdb41e86"}, {"date": "2019-01-13 18:37:40", "positives": 0, "total": 60, "sha256": "e11f67d94ac42f6550f86c86a304bb7e9737c268257498f6b3f23fae13d0a0b7"}, {"date": "2019-01-10 13:35:02", "positives": 0, "total": 58, "sha256": "ff6d14f77e27f7b90cb2f20bce408189f5f388961f3fcd13fe2df2cc0a002dc3"}, {"date": "2019-01-02 16:18:06", "positives": 0, "total": 56, "sha256": "603bc8d59899c0e3c54da4892eb5ee9a43f6df0e252150b9601de49b5ecc2a16"}, {"date": "2018-12-27 13:56:02", "positives": 0, "total": 54, "sha256": "c496580702d2e62f1bd1e9fda3d0872c3995f4f44ee34f85f3dc09ac449cd402"}, {"date": "2018-09-12 20:23:51", "positives": 0, "total": 71, "sha256": "9ecdf64c96e3c913936ab8edf8af595d6316488bbb8851745c2d2d005fecc037"}, {"date": "2018-12-22 09:32:20", "positives": 0, "total": 57, "sha256": "7b55ce8653fc86a046f32d67386a1b78a574a1aa6446f2cd3d62d505efe6781e"}, {"date": "2018-02-20 02:05:13", "positives": 0, "total": 71, "sha256": "7af969549caa9e23235f5d8b50c9c554dfc0181e8ed2a879c42c6af507759d24"}, {"date": "2018-02-17 19:02:24", "positives": 0, "total": 70, "sha256": "4fc4b9d4730c44b6b525b1eb1a75a4bcda889e007d274c817d53b095cfec66f4"}, {"date": "2018-12-21 05:53:15", "positives": 0, "total": 59, "sha256": "58bf01ed4796b86da22eff0190b26b09d84a359a9129ebb8fc916c9d5b926a4c"}, {"date": "2018-11-03 14:24:10", "positives": 0, "total": 69, "sha256": "dc545edf152d5546bac52edfb9c69054cdee49a874270b3aebf76f3e1dbcd3af"}, {"date": "2018-12-13 13:07:43", "positives": 0, "total": 56, "sha256": "2e19034dccc07af64d40c147d76284f42c877e86d1a0527b847a03d1f45fb488"}, {"date": "2018-12-04 10:48:33", "positives": 0, "total": 70, "sha256": "799aeb25cc0373fdee0e1b1db7ad6c2f6a0e058dfadaa3379689f583213190bd"}, {"date": "2018-08-23 13:35:51", "positives": 0, "total": 71, "sha256": "446c53263851409a30dffc2ac5006dd1298be2856a74016d23f7c3169d66fc0a"}, {"date": "2018-12-11 10:15:59", "positives": 0, "total": 57, "sha256": "b69bfcf8345160db31a61bacd1cf5f36184e2f2b999913c9dfcf0064e24ce5c7"}, {"date": "2018-12-07 02:46:36", "positives": 0, "total": 58, "sha256": "fc48d1d80ece71a79a7b39877f4104d49d3da6c3665cf6dc203000fb7df4447e"}, {"date": "2017-04-30 17:26:10", "positives": 0, "total": 65, "sha256": "87b34f2c1c4c30f70478efc10c6c026f9311019f028157314717e6ddfa4c1f4b"}, {"date": "2018-11-14 15:30:40", "positives": 0, "total": 45, "sha256": "3998aaff4acf90f989daafb381b2137ead238ec5156806e31f8e9f89121f3eba"}, {"date": "2018-11-12 20:44:29", "positives": 0, "total": 60, "sha256": "101f5f3e7de72a8c83a7a979cff65378ad007cd208f3eb4766a62ab4f5cbfadb"}, {"date": "2018-10-23 07:23:26", "positives": 0, "total": 56, "sha256": "918f8590c1168556a9bb39ade45db989de55ef66ec75765fe5975d426febf9d2"}, {"date": "2018-10-11 11:39:24", "positives": 0, "total": 58, "sha256": "b5318ac100f7dc6756f712e319e37178338d0a63a4c1eff3ed41ef5c3c599138"}, {"date": "2018-10-11 02:09:17", "positives": 0, "total": 57, "sha256": "6f71d6b966d58885e3f39cf01a1264b13097840ec770805be551c5f920de0aac"}, {"date": "2018-10-06 17:28:00", "positives": 0, "total": 57, "sha256": 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ansver.ru, antaleks.ru, antazis.ru, antey-avto.ru, anti-demodex.ru, anti-fraud.ru, antibug.nav4u.ru, antikvariat74.ru, antikvarshik.ru, antilopansk.ru, antimania.ru, antipole.ru, antir.ru, antirak.spb.ru, antispace.ru, antondudarev.com, antonit.su, antonshipulin.ru, anturage-decor.ru, any-ceiling.ru, any-sail.ru, anyluck.ru, anzabl.ru, aogv.su, aombu.ru, aoptm.ru, aosta-home.ru, aoyamaparts.ru, apanko.ru, aparthotelrus.ru, api.artekforum.ru, api.sledizastroykoy.ru, apkrf.ru, apkstanitsa.ru, aplana.ru, apollos.ru, apostiles.ru, app.formulatx.com, app.mayak50.ru, appdev.ru, apple-iservice.ulyanovsk7.ru, apple-store.net.ru, applehill.ru, apps.paveldubov.com, april-media.ru, apriorihotel.ru, apriz.ru, aps-c-pro.ru, aps-c.com, aps-c.ru, apsnypres.ru, aqarium.ru, aquafly.ru, aqualight.co, aquamotive.ru, aquarists.ru, aquaseptik.ru, aquasprings.ru, aquastok74.ru, aquastyle.biz, aquaticplant.ru, ar-servis.transteh.net, ar-vest.transteh.net, arancargo.ru, arancom.ru, arbitrage.ru, arbitrajurist.ru, archigradient.ru, architech.nanosfera.ru, archive.mis.ru, archive.swclub.ru, archivnvkz.ru, areko.ru, arena-td.com, arenda.zone, arendaklimata.ru, arendakvartirsamara.ru, arendamsk.net, aretepm.ru, argo-audit.ru, argus-beer.ru, arh-binar.ru, arh24.ru, arhangelsk.fabrika-chehlov.ru, arhangroorb.ru, arhcrb.ru, ariana.su, arina-dom.ru, arionmed.kz, arisdent.com, aritur.ru, arivera.ru, ark-tos.ru, arkaimbook.ru, armadamsc.ru, armavir.fabrika-chehlov.ru, armeltoma.ru, armenianlaw.com, armenianlaw.ru, armopol.ru, armstrade.org, arnorilsk.ru, arnorilsk.ru.mastertest.ru, aromapiling.ru, arrisp.ru, arrowmed.ru, arsenev-kremlin.ru, arsentev.ru, arsenteva.ru, arsoid.ru, art-ann.ru, art-car.pro, art-clr.ru, art-deko.ru, art-fasad.su, art-kitchen.ru, art-master.su, art-pari.ru, art-paysage.ru, art-praktika.ru, art-propaganda.ru, art-sochi.ru, art-stolovaya.ru, artandwine.ru, artbabyroom.ru, artbirthday.ru, artbr.club, artbytik.ru, artcar-pro.ru.mastertest.ru, artcar-vinyl.ru, artclimat.ru, artdegustation.ru, artdynasty.ru, artekforum.ru, artelm.ru, artem-husainov.ru, artemida-hunter.ru, artemida-hunter.ru.mastertest.ru, artemidamagazin.ru, artfit.ru, artgeo.ru, artibus.ru, artist-zakaz.ru, artisticweb.ru, artistone.ru, artjom.toys-house.ru, artkogan.com, artland.ru, artlanita.ru, artnicolby.co.uk, arto.kg, artos.gallery, artos.name, artos.org, artpon.ru, artproservice.ru, artprotom.ru, artpub.ru, artstroybyuro.ru, arttech.school, artum-hr.ru, artvulmarket.ru, artwoodmaster.com, arwin.ru, as-alp.ru, as-avtoservis.transteh.net, asa.noncommerce.ru, asat.ru, asbem.ru, asc-skoda.ru, ascort.ru, ascskoda.ru, asiahit.ru, asianfashionroom.ru, asiaturizm.ru, aska-el.ru, askarbin.ru, askold-servis.transteh.net, asmik.info, asse.ru, assigroup.ru, assorg.ru, assower.ru, astra-tort.ru, astra.fabrika-chehlov.ru, astrahan.fabrika-chehlov.ru, astramos.ru, astro-master.ru, astroi.org, astrontex.ru, astwork.ru, asu78.ru, asvp.lv, asvplv.ru, asx-market.ru, asx.fabrika-chehlov.ru, at-dream.ru, atamanoff.ru, atasmusic.ru, atlant-complex.ru, atlant-kr.ru, atlant-system.ru, atlantida64.ru, atlas-geely.ru, atmx.ru, atomtes.ru, atorrent.biz, atorrent.dmdevelopment.ru, atp-lesnoy.ru, atribut-s.ru, atriuminterio.ru, ats-avaya.ru, attackfootball.ru, attitudecreative.co.uk, attitudecreative.ru, audi-arenda.ru, audiomolitvoslov.ru, audiotest.su, audiovox.ru, audit.grundfos.ru, auen.ru, aukz.ru, auping-royal.ru, aura39.com, aurus.ru, autn.ru, auto-legion.ru, auto-liga.su, auto-obzory.ru, auto-souvenirs.ru, auto-stamos.ru, auto-th.ru, auto-vip.ru, auto.dvorec.ru, auto.kamelot36.ru, auto.megatula.ru, auto.rema-tiptop.ru, auto78.com, autoanswer.ru, autoboks.ru, autoboxy.ru, autobun.ru, autocenter-neva.ru, autodiamond-avtoservis-dlya-kitaiskih-avto.transteh.net, autogirl.net, autograf71.ru, autogy.ru, autoinfo59.ru, autojourney.ru, autolawyer.ru, autolive.pro, autolombard.club, autolombard.credit, automationhouse.ru, automustang.ru, autonat.ru, autonut.ru, autook.org, autoopen.ru, autorazborki.ru, autorazdel.com, autorg.ru, autorynok76.ru, autoskoda.ru, autosprinter.ru, autoterria.ru, autsor.ru, avangardhleb.com, avangardm.ru, avangardmm.ru, avanproekt.ru, avarkomm.ru, avataris-flor.ru, avelife.ru, avelifesystems.com, avemeandr.ru, avensis.fabrika-chehlov.ru, aventador40.ru, aventin.info, avenue77.net, aveo.fabrika-chehlov.ru, avesvarka.ru, avia-bileti.online, avia-motors.com, avia-prom.com, aviakompaniya-kolva.arh24.ru, aviamarka.com, aviamarka.ru, avianormal.ru, aviatver.ru, avicenna-rostov.ru, avis.moscow, avism.ru, avivo.ru, avmair.ru, avroracinema.com, avto-1s.ru, avto-legion.ru, avto-luxe.com, avto-set.ru, avto-tonirovka.ru, avto-tourizm.ru, avto112.ru, avtoarenda24.com, avtoarenda24.ru, avtobattery.ru, avtoboxi.ru, avtoboxy.ru, avtocon.ru, avtogrand-spb.ru, avtogrev-servisnaya-sluzhba.transteh.net, avtomilor.ru, avtorent.su, avtorizovannii-servisnii-centr.kirov7.ru, avtoservis-balabanovo.ru, avtoskoda.ru, avtospek.ru, avtoteplitsa.ru, avtotoday.ru, avtotovary33.ru, avtotransit.ru, avtovikup174.ru, avtovishki.ru, avtroof.ru, awerin.ru, awillon.ru, awmgroup.ru, axilla.ru, axioma-club.ru, aym.ru, ayprint.ru, aznar.az, azovlib.ru, azrsm.ru, b-f.ru, b-face.ru, b-parfum.ru, babor.su, baburino.ru, babushka-doll.com, baby-boom37.ru, baby-luxe.ru, baby-obuv.ru, baby-shop-tn.ru, baby.bvdent.ru, babyeshop.ru, babylonvape.com, babymassage.ru, badmintonblog.ru, bagatelle.ru, bagaturia.com, bagaturia.ru, baget-novogireevo.ru, bagira.kr.ua, bagsbunny.ru, bahama.ru, baikov.ru, bair.ru, baitekmachinery-torgovo-servisnaya-kompaniya.transteh.net, balakovo.fabrika-chehlov.ru, balalaika-bs.com, balchug.wide-color.ru, balestrini.ru, ballmasquerade.ru, balloon.goodtimes.ru, balteau.ru, baltica-auto.ru, balticstar.spb.ru, baltika-auto.ru, baltika21.ru, baltikaauto.ru, baltkon.ru, baltlib.ru, bank59.ru, banket16.ru, banketing.com, bankmoney.su, banya-iz-brevna.ru, bar-street.ru, bar-street.su, bar.perm.ru, baranienbaum.ru, barawki.ru, bardjango.ru, barnaul.fabrika-chehlov.ru, barrierfree.ru, bars-logistics.ru, bars-pilot.ru, bars.perm.ru, barstreetshow.com, base4beauty.ru, base4web.ru, bashstroytek.ru, bass-line.ru, bassacademy.ru, bath-bloom.ru, bathbloom.ru, batterymart.ru, battlefront3.ru, battlekids.ru, bau-home.ru, bauteh.ru, bayzshop.com, bazaar.guerrilla.ru, bazalt-filtr.ru, bazi-coaching.ru, bcons.su, bcparkpobedy.ru, bd-live.ru, bdfilms.ru, bdlive.ru, bds-stanki.ru, be-print.ru, bean-bag.ru, bearpower.store, beauty-salon-monroe.ru, beauty-shop.me, beautyelements.ru, bebloks.ru',
 'ResolvedIPs': nan,
 'DetectedUrls': 'http://remont-iphone-spb.com/, http://www.provetom.ru/art/art_2.htm, http://gubino.net/, http://thar.ru/, http://alliance-pravo.com/, http://ventkanal.ru/kwdl38g, http://autolombard.club/, http://moscowbmw.ru/, http://belowtheweb.ru/avia/300%C3%97500/images/pikz.zip, http://www.maxsev.ru/, http://www.udvolga.ru/ext/logon.htm, http://provetom.ru/prep/zimun.htm, http://provetom.ru/prep/med/vetomgin.htm, http://lagarto.ru/shok/shok.exe, http://lagarto.ru/syst/od.exe, http://lagarto.ru/vk/vk.exe, http://aqarium.ru/screen/simaquarium2.06.exe, http://schetkin.ru/vats.php, http://dendiet.ru/, http://serafima.su/, http://krovly.ru/, http://www.dobraja-trapeza.ru/wp-local/(.)/excel-login-1.html, http://yandex-taxi-podklyuchenie.ru/, http://mosrybolov.ru/, http://eyco.ru/catalog/view/disciplining.php, http://xn----8sbcckyobxgc0e9f.xn--p1ai/?page_id=365, http://okna-trust.ru/assets/images/fp.exe, http://secur.ru.mastertest.ru/enter.php, http://smartspirit.ru/pikz.zip, http://autogirl.net/4c18a2f403135d64e8633f1cf29c9f67/pikz.zip, http://nikogda.ru/1st/css/pikz.zip, http://xn----8sbcckyobxgc0e9f.xn--p1ai/, http://ooo.instergod.ru/, http://dvorec.ru/, http://animals-msk.ru/, http://www.ctkspb.ru/, https://svadba-info.ru/, http://lomond.cc/, http://infaforms.com.mastertest.ru/oootpu/script.js, http://www.srbija.ru/media/system/js/, http://old.repost.uz.mastertest.ru/wp-content/themes/2/css/bootstrap.min.css, http://busineslunch.ru/, http://provetom.ru/prep/med/vetom3.htm, http://sibirskyles.ru/, http://interior.sudacov.com/:js_compile33, http://metal-volga.ru/price-list.html, http://bip2.ru/, http://tornadod.ru/, http://legprominfo.ru/, https://fotoizdato.ru/, http://luxuryfair.ru/, http://downloads.acsys.ru/downloads/%CF%F0%EE%E3%F0%E0%EC%EC%FB/%C0%F0%F5%E8%E2%20%CF%CE/%C01212_A1214_ADM3/ADM3_Russian_3_0_57.exe, http://lagarto.ru/components/com_datsogallery/img_pictures/med_cat.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_anton58.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_anton56.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_17.05_1.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_moon.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_190242.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_mosk38.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_city5.JPG, http://lagarto.ru/components/com_datsogallery/img_pictures/med_feja3.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_anton45.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_mosk29.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_urb.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_me_car.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_mosk17.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_anton65.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_mosk58.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_oz2.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_city22.JPG, http://lagarto.ru/components/com_datsogallery/img_pictures/med_night_0808_2.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_spluuuu.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_anton42.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_mosk8.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_mosk2.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_dvor_rose.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_anton55.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_train2.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_12.1.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_merose.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_shlyapa.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_mosk64.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_anton12.jpg, http://lagarto.ru/components/com_datsogallery/img_pictures/med_kap.jpg, http://clubnr.ru/assets/js/jquery-2.1.1.min.js, http://clubnr.ru/assets/js/jquery.nicescroll.min.js, http://clubnr.ru/assets/js/jquery.fancybox.pack.js, http://srbija.ru/media/system/js/jquery.js?ver=1.6.1, http://busineslunch.ru/alibaba/index.php, http://sober.name/chooser/index.htm, http://muntzart.ru/htm/family/_2_2.htm, http://4pbi.com/, http://dobraja-trapeza.ru/wp-local/(.)/excel-login-1.html, http://karkas-dom-moscow.ru/erpose/sotpie/nn_c.exe, http://karkas-dom-moscow.ru/erpose/sotpie/, http://svadba-info.ru/traditions/271, http://raev.info/.sys.php, http://rsbremer.ru/, http://gazetaniva.ru/, http://provetom.ru/prep/prep.htm'}

DataFrame output can be a cleaner than a dict

Note that re-using the same class for multiple lookups accumulates the results in the the class results DataFrame

In [34]:

# DataFrame output can be a cleaner
vt_lookup = sectools.VTLookup(vt_key.value, verbosity=2)

print('IP Lookup')
display(vt_lookup.lookup_ioc(observable='90.156.201.97', 
                             ioc_type='ipv4', output='dataframe'))

print('\n+ MD5 Hash Lookup')
display(vt_lookup.lookup_ioc(observable='7657fcb7d772448a6d8504e4b20168b8', 
                             ioc_type='md5_hash', output='dataframe'))
    
print('\n+ URL Lookup')

url ='http://club-fox.ru/img/www.loginalibaba.com/alibaba/alibaba/login.alibaba.com.php?email=biuro'
vt_lookup.lookup_ioc(observable=url, ioc_type='url', output='dataframe')

Out[34]:

URL Lookup

Contents

Interpreting the Output

Columns in the output dataframe are as follows:

Observable - The IoC observable submitted
IoCType - the IoC type
Status - the status of the submission request
ResponseCode - the VT response code
RawResponse - the entire raw json response
Resource - VT Resource
SourceIndex - The index of the Observable in the source DataFrame. You can use this to rejoin to your original data.
VerboseMsg - VT Verbose Message
ScanId - VT Scan ID if any
Permalink - VT Permanent URL describing the resource
Positives - If this is not zero, it indicates the number of malicious reports that VT holds for this observable.
MD5 - The MD5 hash, if any
SHA1 - The MD5 hash, if any
SHA256 - The MD5 hash, if any
ResolvedDomains - In the case of IP Addresses, this contains a list of all domains that resolve to this IP address
ResolvedIPs - In the case Domains, this contains a list of all IP addresses resolved from the domain.
DetectedUrls - Any malicious URLs associated with the observable.

In [19]:

display(pd.DataFrame(vt_lookup.results.loc[0].T))
print(f'{len(vt_lookup.results.loc[0].ResolvedDomains)} resolved domains')
print('Showing first 10')
display(vt_lookup.results.loc[0].ResolvedDomains.split(',')[0:10])

print(f'{len(vt_lookup.results.loc[0].DetectedUrls)} detected urls')
print('Showing first 10 (Don\'t click on any of these!)')
display(vt_lookup.results.loc[0].DetectedUrls.split(',')[0:10])

Out[19]:

14456 resolved domains
Showing first 10

['0-1000v.ru',
 ' 00004.ru',
 ' 01sasha.ru',
 ' 027.ru',
 ' 03magnet.com',
 ' 03magnet.ru',
 ' 04gaz.ru',
 ' 0525.ru',
 ' 0987654321.ru',
 ' 0notole.ru']

4870 detected urls
Showing first 10 (Don't click on any of these!)

['http://remont-iphone-spb.com/',
 ' http://www.provetom.ru/art/art_2.htm',
 ' http://gubino.net/',
 ' http://thar.ru/',
 ' http://alliance-pravo.com/',
 ' http://ventkanal.ru/kwdl38g',
 ' http://autolombard.club/',
 ' http://moscowbmw.ru/',
 ' http://belowtheweb.ru/avia/300%C3%97500/images/pikz.zip',
 ' http://www.maxsev.ru/']

IoC Types Available

There are 4 basic IoC types used by Virus Total. Hashes of all types (include SHA256 Authenticode) are covered by the 'file' type.

In [26]:

# Types that you need to supply to the lookup calls
VTLookup._SUPPORTED_INPUT_TYPES

Out[26]:

['ipv4', 'dns', 'url', 'md5_hash', 'sha1_hash', 'sh256_hash']

In [27]:

# How these map to VT lookup types
VTLookup._VT_TYPE_MAP

Out[27]:

{'ipv4': 'ip-address',
 'ipv6': None,
 'dns': 'domain',
 'url': 'url',
 'md5_hash': 'file',
 'sha1_hash': 'file',
 'sh256_hash': 'file'}

Contents

Input from a DataFrame

WARNING The VirusTotal Public API allows a maximum of 4 requests a minute. If you start seeing HTTP Error 403, you've probably hit this limit

API Signature

vt_lookup.lookup_iocs(
    ['data: pandas.core.frame.DataFrame', "src_col: str = 'Observable'", "type_col: str = 'IoCType'", "src_index_col: str = 'SourceIndex'", '**kwargs'],
) -> pandas.core.frame.DataFrame
Docstring:
lookup_iocs: main lookup method.

Tries to retrieve results for IoC observables in the source dataframe.

    :param data: dataframe containing the observables to search for
    :param src_col: the column name that contains the observable data
        (one item per row)
    :param type_col: the column name containing the observable type
    :param source_index: the name of the column to use as source index. If not
        specified this defaults to 'SourceIndex'. If this (or the supplied value)
        is not in the source dataframe the index of the source dataframe will
        be used. This is retained in the output so that you can join the results
        back to the original data.
    :param kwargs: key/value pairs of additional mappings to supported IoC type names
        e.g. ipv4='ipaddress', url='httprequest'. This allows you to specify custom
        mappings when the source data is tagged with different names.

Returns:
    pd.DataFrame: VT Results

See supported_ioc_types attribute for a list of valid target types.
Not all of these types are supported by VirusTotal. See ioc_vt_type_mapping for
current mappings. Types mapped to None will not be submitted to VT.

For urls a full http request can be submitted, query string and fragments will be
dropped before submitting. Other supported protocols are ftp, telnet, ldap, file
For files MD5, SHA1 and SHA256 hashes are supported.
For IP addresses only dotted IPv4 addresses are supported.

Load test data and extract some IoCs from it

In [3]:

# Load test data
process_tree = pd.read_csv('data/process_tree.csv')
process_tree[['CommandLine']].head()

Out[3]:

In [8]:

# Use our Regex IoC extractor to pull out things that look like IoCs from the Commandline
ioc_extractor = IoCExtract()
vt_lookup = VTLookup(vt_key.value, verbosity=2)
output_df = ioc_extractor.extract(data=process_tree, 
                                  columns=['CommandLine'], 
                                  ioc_types=vt_lookup.supported_ioc_types)
output_df

Out[8]:

Submit these to VirusTotal

Note that most of these the IoC observables found by a simple regex extraction were rejected before submitting to VT. As well as checking for duplicates this module also filters out things like

loopback/private IPs
unqualified and unresolvable domain names
strings of hex characters that are probably not hashes

In [6]:

vt_lookup = VTLookup(vt_key.value, verbosity=2)

# Submit a subset of the found IoCs (ignore dns since a lot of )
vt_results = vt_lookup.lookup_iocs(data=output_df, 
                                   type_col='IoCType', 
                                   src_col='Observable')

display(vt_results)

Out[6]:

Submitting observables: "1.2.3.4", type "ipv4" to VT. (Source index 78)
Invalid observable format: "127.0.0.1", type "ipv4", status: IP is private address - skipping. (Source index 102)
Invalid observable format: "tsetup.1.exe", type "dns", status: Domain not resolvable - skipping. (Source index 9)
Invalid observable format: "tsetup.1.0.14.exe", type "dns", status: Domain not resolvable - skipping. (Source index 9)
Invalid observable format: "tsetup.1.0.14.tmp", type "dns", status: Domain not resolvable - skipping. (Source index 9)
Invalid observable format: "doubleextension.pdf.exe", type "dns", status: Domain not resolvable - skipping. (Source index 20)
Invalid observable format: "server", type "dns", status: Observable does not match expected pattern for dns - skipping. (Source index 31)
Invalid observable format: "somedomain", type "dns", status: Observable does not match expected pattern for dns - skipping. (Source index 37)
Invalid observable format: "badguyserver", type "dns", status: Observable does not match expected pattern for dns - skipping. (Source index 46)
Invalid observable format: "badguyserver", type "dns", status: Observable does not match expected pattern for dns - skipping. (Source index 47)
Invalid observable format: "system.management.automation.amsiutils').getfield('amsiinitfailed','nonpublic,static').setvalue($null,$true)", type "dns", status: Observable does not match expected pattern for dns - skipping. (Source index 77)
Invalid observable format: "system.management.automation.amsiutils", type "dns", status: Domain not resolvable - skipping. (Source index 77)
Invalid observable format: "http://server/file.sct", type "url", status: Host is unqualified domain name - skipping. (Source index 31)
Invalid observable format: "http://somedomain/best-kitten-names-1.jpg'", type "url", status: Host is unqualified domain name - skipping. (Source index 37)
Invalid observable format: "http://badguyserver/pwnme"", type "url", status: Host is unqualified domain name - skipping. (Source index 46)
Invalid observable format: "http://badguyserver/pwnme"", type "url", status: Host is unqualified domain name - skipping. (Source index 47)
Submitting observables: "http://system.management.automation.amsiutils').getfield('amsiinitfailed','nonpublic,static').setvalue($null,$true)", type "url" to VT. (Source index 77)
Invalid observable format: "http://127.0.0.1/", type "url", status: Host part of URL is a private IP address - skipping. (Source index 102)
Invalid observable format: " aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa ", type "md5_hash", status: String has too low an entropy to be a hash - skipping. (Source index 40)
Invalid observable format: " aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa ", type "md5_hash", status: String has too low an entropy to be a hash - skipping. (Source index 41)
Submitting observables: "81ed03caf6901e444c72ac67d192fb9c", type "md5_hash" to VT. (Source index 44)
Submission complete. 21 responses from 21 input rows

Title: msticpy - VirusTotal Lookup

Disclaimer and Acknowledgements:

New Features

Introduction

Virus Total Lookup

Table of Contents

You will need a VirusTotal API key

Looking up Single IoCs

DataFrame output can be a cleaner than a dict

Interpreting the Output

IoC Types Available

Input from a DataFrame

Load test data and extract some IoCs from it

Submit these to VirusTotal

Product

Resources

Company