NOISE was written in July of 2013 as a way to create “real-looking” text based upon a collection of reference texts, which can then be used in emails, web searches, IRC chats, or any other medium you can think of that makes it a bit too easy to profile an individual’s communication habits. Currently, NOISE only has email and Twitter dispatchers for generated texts.


NOISE-0.4.tar.gz (sha256) 0.4 17 August 2013 31KB

Source on Github

How does it work?

You give NOISE one or more texts to use as a reference. The more texts, and longer texts, the better. NOISE then uses this collection of reference texts, called a corpus, to generate new, “real-looking” text, using an algorithm called a “Markov Chain”. If you provide an optional set of keywords you want used in the generated text, NOISE will then replace any proper nouns in the generated text with a random selection of keywords from your list. NOISE will then email these generated texts to recipients of your choice, on a periodic but somewhat random schedule.


NOISE requires python version 2.7, the NumPy library, and the Natural Language Toolkit. See their websites for installation instructions:

For Debian-based systems, dependencies can be installed as follows:

$ sudo apt-get update && sudo apt-get install python2.7 python-pip
$ sudo pip install numpy nltk
$ python -m nltk.downloader maxent_treebank_pos_tagger

How to use

NOISE currently comes with four different programs, which can all be run on their own:

NOISE comes with a default configuration file noise.default.conf that you can modify to meet your needs, and also has explanations of all the relevant options. NOISE can then be run as so:

$ python -c noise.conf

NOISE can also be run over Tor, in case you don’t want your identity revealed. You must have Tor running with a SOCKS proxy in order to do this. Torsocks is the recommended way to run NOISE over Tor:

$ torsocks python -c noise.conf

NOTE: Tor does not provide perfect anonymity. Please see their full list of warnings before using Tor. Obviously, don’t use a personally identifiable email address with NOISE if you want to stay anonymous.

Corpus & Keywords

It’s up to you to provide your own corpus and keywords file. ships with some corpora you can use for free (see

Credits & License

NOISE is GPLv3 licensed. See LICENSE.txt

NOISE was created by Dan Staples (dismantl): /
The Markov code comes from
SOCKS proxy functionality from


28 July 2013: Initial release.
30 July 2013: Added recurring dispatch schedule and more documentation.
4 August 2013: can now generate fake PGP-encrypted emails.
9 August 2013: Added STARTTLS, new config option, misc bug fix
13 August 2013: Performance improvements, misc bug fixes, added min-keywords option
17 August 2013: Major code refactoring, added Twitter dispatcher, misc fixes