Never Ending Security

It starts all here

BlindElephant Web Application Fingerprinter

BlindElephant Web Application Fingerprinter

The BlindElephant Web Application Fingerprinter attempts to discover the version of a (known) web application by comparing static files at known locations against precomputed hashes for versions of those files in all all available releases. The technique is fast, low-bandwidth, non-invasive, generic, and highly automatable.

Sourceforge Project Page:
Discussion and Forums:
License: LGPL

Getting Started

BlindElephant can be used directly as a tool on the command line, or as a library to provide fingerprinting functionality to another program.


  • Python 2.6.x (prefer 2.6.5); users of earlier versions may have difficulty installing or running BlindElephant.

Get the code:


Installation is only required if you plan to use BlindElephant as a library. Make sure that your python installation has distutils, and then do:cd blindelephant/srcsudo python install(Windows users, omit sudo)

Example Usage (Command Line): will have placed in your /usr/local/bin dir.

Usage: [options] url appName

  -h, --help            show this help message and exit
                        Fingerprint version of plugin (should apply to web app
                        given in appname)
  -s, --skip            Skip fingerprinting webpp, just fingerprint plugin
                        Number of files to fetch (more may increase accuracy).
                        Default: 15
  -w, --winnow          If more than one version are returned, use winnowing
                        to attempt to narrow it down (up to numProbes
                        additional requests).
  -l, --list            List supported webapps and plugins

Use "guess" as app or plugin name to attempt to attempt to
discover which supported apps/plugins are installed.

$ python movabletype
Loaded /usr/local/lib/python2.6/dist-packages/blindelephant/dbs/movabletype.pkl with 96 versions, 2229 differentiating paths, and 209 version groups.
Starting BlindElephant fingerprint for version of movabletype at 

Fingerprinting resulted in:

Best Guess: 4.23-en-COM

Example Usage (Library):

>>> from blindelephant.Fingerprinters import WebAppFingerprinter
>>> #Construct the fingerprinter
>>> #use default logger pointing to console; can pass "logger" arg to change output
>>> fp = WebAppFingerprinter("", "movabletype")
>>> #do the fingerprint; data becomes available as instance vars
>>> fp.fingerprint()
(same as above)
>>> print "Possible versions:", fp.ver_list
Possible versions: [LooseVersion ('4.22-en'), LooseVersion ('4.22-en-COM'), LooseVersion ('4.23-en'), LooseVersion ('4.23-en-COM')]
>>> print "Max possible version: ", fp.best_guess
Max possible version:  4.23-en-COM

The Static File Fingerprinting Approach in One Picture

Other Projects Like This

More information about BlindElephant can be found on:

Leave a Reply

Please log in using one of these methods to post your comment: Logo

You are commenting using your account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s