OSINT TOOLS A List of Open Source Verification and Investigation Tools and Methods
Bellingcat’s Digital Forensics Tools
A List of Open Source Verification and Investigation Tools and Methods
Hello, welcome to Bellingcat’s openly and freely available digital list of tools and methods we use during our open source investigations. You can follow our work on our website, Twitter and Facebook. Feel free to suggest tools not yet listed here! This is version 2.5 (December 1, 2017).
The list includes satellite and mapping services, tools for verifying photos and videos, websites to archive hyperlinks, and much more. The list is long, and may seem dauntingw. There are guides at the end of the document, highlighting the methods and use of these tools in further detail. We also provide tailored digital forensics workshops.
Currently, I’m trying to find a better way to thematically structure this list and I’m working on a more extensive guide with simple case-studies to the tools we use most. This will be an openly available and digital guide in English and hopefully Arabic too. I will share a link here once it is published. Feel free to contact me with questions or suggestions via e-mail (christiaantriebert@bellingcat.com) or Twitter (@trbrtc).
Maps, Satellites & Streetview | ||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Bing Maps
|
Microsoft satellite and mapping service.
|
More recent and higher resolution imagery than Google, e.g. in Iraq.
| ||
converting coordinates
|
Convert geographic coordinates between different notation styles.
| |||
DigitalGlobe
|
Satellite imagery vendor.
|
Preview available via the catalogus, search tool very easy to use.
|
$
| |
DualMaps
|
Combines Google’s road maps, aerial view, and street view in one embeddable tool.
| |||
EarthExplorer
| ||||
Geograph
|
Georeferenced images.
| |||
GeoNames
|
Database of location names.
|
Wide variety of different spellings in various languages.
| ||
Google Earth Pro
|
Historical imagery.
| |||
Google Maps
|
StreetView, many large cities in U.S., Europe, modelled in 3D.
|
No historical satellite imagery, but historic streetview images available in many places.
| ||
Google Photos
(former Panoramio)
| ||||
HERE WeGo
|
More recent satellite imagery than Google in e.g. Iraq.
| |||
Mapillary
|
Crowdsourced street level photos.
| |||
OpenStreetCam
| ||||
OpenStreetMap
| ||||
Radiant Earth
| ||||
Sentinel Playground
|
Updated every 5-10 days with new imagery, dependent on cloud cover.
Ability to explore a variety of GIS variables eg NDVI or NDWO. |
Generally low resolution of 10m/px.
| ||
TerraServer
|
Satellite imagery vendor.
|
Highest resolution available (0.3m).
|
$ to preview high-resolution satellite imagery.
| |
Wikimapia
|
Crowdsourced information related to geographic locations.
|
Possibility to switch between Google/Bing/OSM. Massive amount of UCG information.
| ||
Yandex Maps
|
Geobased Searches | ||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Echosec
|
Geobased searches.
|
Instagram, Twitter, VKontakte, Foursquare
|
$
| |
Livemap
|
Interactive live map of conflict news.
| |||
Photo-Map.RU
|
Geotagged4 VKontakte posts.
| |||
Twitter
|
Insert in search box: geocode:[coordinates],[radius-km], for example: geocode:36.222285,43.998233,2km (only works with km, so 500m = 0.5km)
|
Easy to fake.
| ||
WarWire
|
Geobased searches.
|
$
| ||
YouTube
|
Images, Videos and Metadata | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
Amnesty YouTube Dataviewer
|
Reverse image (video still) search and exact uploading time.
|
Searches for a number of still, not each frame is included (thus results may be left out).
| |||
Exiftool
|
Read and manipulate metadata for a vast number of file types. Note: no GUI
|
Floss, Cross platform and very easy to integrate in scripts.
|
Yet to encounter any (Have only used on GNU/Linux).
|
See forum and FAQ on linked page
| |
Foca
|
Extract metadata.
|
Windows based, open sourced 2017.
|
No native linux support.
| ||
FotoForensics
|
Image forensics tool.
|
Simple, web based.
|
Public access, information not private.
| ||
GooFile
|
Extract metadata.
|
Simple to use.
|
Doesn't work well outside Kali
| ||
Image Forensics
|
Web based image forensics tool.
|
Can easily identify fake or doctored images
|
Public access, information not private.
| ||
InVID
|
Verification plugin to help journalists verify images and videos. Contextual data, Metadata, reverse search (Google, Yandex, Baidu), image forensic, Magnifie)r
|
https://www.youtube.com/watch?v=nmgbFODPiBY
| |||
Irfanview
|
Extract metadata.
| ||||
Jeffrey's Image Metadata Viewer
|
Extract metadata, online.
|
Only requires web browser.
|
Public access, information not private.
| ||
Reveal Image Verification Assistant
|
Forensic providing eight filters to detect still images alterations.
|
Web-based image tool.
Also available within InVID verification plugin.
|
| ||
reverse image search
|
e
|
Recommended plugin: RevEye, which searches Google, Yandex, Baidu and Bing.
| |||
SpiderPig
|
Extract metadata.
|
Command line interface and scriptable.
|
Requires dependencies and knowledge of web technologies.
| ||
Splunk
|
Extract metadata.
|
Report grade analysis and presentation.
|
Not simple to setup and deploy.
|
Social Media | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
Graph.tips
|
Automatically advanced searches for Facebook profiles.
| ||||
IntelTechniques
|
Various tools for analyzing Facebook profiles and pages.
| ||||
Livemap
|
Live broadcasts around the world.
| ||||
peoplefindThor
| |||||
Search Tool
|
Find accounts by name, email, screen name, and phone.
| ||||
StalkScan
|
Automatic advanced searches per Facebook profile.
| ||||
Video Downloader Online
|
Download Facebook videos.
| ||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
Websta
|
Find other locations in Instagram’s database near a particular location.
|
Use direct URL with a location ID, e.g. websta.me/location/116231
| |||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
Socilab
|
Visualise and analyse your own LinkedIn network.
| ||||
Snapchat | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
Snap Map
|
Searchable map of geotagged snaps.
|
Via mobile phone app, techcrunch.com/2017/06/21/snap-map/
| |||
Tumblr | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
Tumblr Originals
|
Find original posts per Tumblr, thus excluding reblogs.
| ||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
InVID verification plugin
|
InVID plugin provides a Twitter advanced search by time interval up to the minute.
|
Allows to document use cases from the past without APIs and time limit. Allows to search for content within a user-defined time range after a breaking news.
|
Automates the conversion between calendar date and Unix timestamp in Twitter advanced search: https://youtu.be/nmgbFODPiBY?t=4m21s
| ||
Onemilliontweetmap
|
Tweets map per locations up to 6 hours old, keyword search option.
| ||||
Treeverse
|
Chrome extension to visualise Twitter conversations.
| ||||
Tweetreach
|
Find reach of tweets.
|
Advanced search operators available, same as Google advanced search.
| |||
Twitter advanced search
|
Search by date, keywords, etc.
| ||||
Twitter geobased search
|
geocode:[coordinates],[radius-km], for example: geocode:36.222285,43.998233,2km
| ||||
Twlets
|
Download anyone’s tweets, followers and likes in an Excel sheet.
|
Easy and quick to use, there’s a Chrome extension too.
|
Goes up to 3,200 tweets, followers and likes.
| ||
quarter tweets
|
Geobased Twitter search.
| ||||
(YouTube | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
Amnesty YouTube Dataviewer
|
Reverse image (video still) search and exact uploading time.
|
Searches for a number of still, not each frame is included (thus results may be left out).
| |||
Geo Search Tool
|
Search for YouTube videos based on location.
|
Transport | |||||
Air | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
AirNav RadarBox
|
Tracking flights, including private and military jets.
| ||||
ADS-B Exchange Global Radar
|
Tracking flights.
| ||||
FlightAware
| |||||
FlightRadar24
|
Tracking (civilian) flights.
|
$ to go back in 12 month archive.
| |||
Marine | |||||
MarineTraffic
| |||||
VesselFinder
| |||||
Railway | |||||
Trains
|
Full interactive maps of various railway networks in European countries.
| ||||
Misc | |||||
WikiRoutes
|
Public transport database.
|
Date & Time | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
SunCalc
|
Make approximation of time of the day using shadow direction.
| ||||
Wolfram|Alpha
|
Does a load of things, including weather forecasts per day and location.
|
Individuals, WhoIs, IPs, Website Analysis | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
Passive DNS
|
Collects, stores and analyses data from thousands of passive DNS collection sensors.
|
Complete unadulterated historical and current DNS information.
|
15 API calls day, 15 web based searches a day.
| ||
Censys.io
|
Censys continually monitors every reachable server and device on the Internet.
|
Complete wealth of knowledge of internet connected devices.
|
None
| ||
Domain Tools
|
domaintools.com
| ||||
DNS History
|
Collection of historical DNS information.
|
Free, simple and easy to use.
|
Sometimes limited in availability.
| ||
Geo IP Tool
|
Check your own IP, handy to check if your VPN is working,
| ||||
Shodan
|
Internet of things search engine.
|
Can find heaps of misconfigured network connected devices.
|
Lives in the grayzone...
|
- People search
- Pipl, the world largest people search engine, find persons behind an e-mail address, social media username, or phone number, pipl.com
Archiving, Downloading & Internet Storage | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
Archive.is
|
Let’s you archive any webpage.
| ||||
CachedView
|
Google Cached Pages for any web site. It is the ultimate internet cache.
|
http://cachedview.com/
| |||
DMCA
|
Search takedown notices
|
lumendatabase.org
| |||
Gruber
|
Slideshare downloader
|
http://grub.cballenar.me/
| |||
Historic Breach Database List
|
https://publicdbhost.dmca.gripe/random/
| ||||
Wayback Machine
|
Archives websites. Download an entire website from the Wayback Machine.
|
github.com/hartator/wayback-machine-downloader
|
Miscellaneous | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
BlockExplorer
|
Following a bitcoin trail or following a bitcoin account ?
| ||||
Check
|
Collaborative fact-checking.
| ||||
Document Redaction
|
Useful for removing potentially harmful content in Pdfs before viewing, like traceback.
| ||||
Google Search Operators
|
Such as searching for a specific filetype (e.g. PDF) or on a specific website.
| ||||
Hunch.ly
|
Research sidekick.
| ||||
Insecam
|
Network live IP video cameras directory.
| ||||
LittleSis
|
Database of who-knows-who at the heights of business and government.
| ||||
Lumen
|
Collects and analyses legal complaints and requests for removal of online materials, helping Internet users to know their rights and understand the law. These data enables us to study the prevalence of legal threats and let Internet users see the source of content removals.
| ||||
Maltego
| |||||
Montage
|
For collaborative working.
| ||||
OpenCorporates
|
Database of companies in the world.
| ||||
People tracer
| |||||
Snopes2
|
Suspect a story may be fake or an urban legend.
| ||||
TimelineJS by Knight Lab
|
Make an interactive timeline of events.
| ||||
Unknown Hash ID
|
On investigation if you come across a hash but don’t know what it is (and warrants further investigation) this will identify the type.
| ||||
Visual Investigative Scenarios (VIS)
| |||||
Zoopla
|
Search for property with the UK's leading resource. Browse houses and flats for sale and to rent, and find estate agents in any area.
|
Guides & Handbooks |
- American Press Institute Fact-Checking Resources, americanpressinstitute.org/training-tools/fact-checking-resource
- Includes multiple guides (website data scraping, Google Dorking etc.), resource links, and examples of successful investigations in various fields
- First Draft News’ resources, some of which have been written by Bellingcat members, firstdraftnews.com/resources, for example:
- Flash Environmental Assessment Tool, for identifying harmful substances and their effect on the environment after industry has been destroyed: https://docs.unocha.org/sites/dms/Documents/FEAT_Version_1.1.pdf
- Verification Handbook (PDF) is a great place to go to find tools to verify digital information, verificationhandbook.com
- WITNESS
WEAPONS
- Open guide called “Itrace” by Conflict Armament Research, lots of information on different kinds of munitions and weapons presented graphically on a map format, itrace.conflictarm.com
Data Visualisation | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
DataBasic.io
|
Web tools for beginners that introduce concepts of working with data
| ||||
DataWrapper
|
Easy to use chart and mapping tool
| ||||
Google Fusion Tables
| |||||
Maptia
| |||||
Visual investigative scenarios
| |||||
RAWGraphs
|
Free webtool to quickly visualize your data
| ||||
Open Desktop Semantic Search
|
Searches unstructured data well
|
Online Security & Privacy |
- Check for every digital service you use whether you have enabled two factor authentication (2FA), twofactorauth.org
SEARCH ENGINES WHICH PROTECT PRIVACY
Sources per Country | ||||
Iraq | ||||
Name
|
Description
|
Pros
|
Cons
|
Links
|
Provinces of the so-called Islamic State
| ||||
Syria | ||||
Name
|
Description
|
Pros
|
Cons
|
Links
|
Maps
| ||||
Opposition media
|
See this excellent list compiled by Noor Nahas of multimedia sources from Syrian opposition groups,
| |||
Provinces of the so-called Islamic State,
|
Companies |
- French SIRENE, provided by Investigative Dashboard, a queryable version of the french RCS (Business registry), with OpenRefine reconciliation tool. https://data.occrp.org/entities?filter:dataset=fr_sirene
Expert/Source Tools | |||||
Name
|
Description
|
Pros
|
Cons
|
Link
|
Guides
|
Expertise Finder
|
Search engine for journalists to find experts (currently only academics in USA and Canada), contact information on page, no login, 30k experts listed
| ||||
Expert Guide
|
Academics open to media in Australia:
|
Australia only.
| |||
Help a Reporter Out
|
Post a query and experts reply, mainly USA and Canada, quality of replies is hit or miss
| ||||
She Source
|
Female experts, mainly USA.
| ||||
Speakezee
|
Academics and those with PhDs, mainly UK:
| ||||
Expert File
|
Mix of experts, mainly USA and Canada:
|
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