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zxcvbn
is a password strength estimator inspired by password crackers. Through pattern matching and conservative estimation, it recognizes and weighs 30k common passwords, common names and surnames according to US census data, popular English words from Wikipedia and US television and movies, and other common patterns like dates, repeats (aaa
), sequences (abcd
), keyboard patterns (qwertyuiop
), and l33t speak.
Consider using zxcvbn as an algorithmic alternative to password composition policy — it is more secure, flexible, and usable when sites require a minimal complexity score in place of annoying rules like "passwords must contain three of {lower, upper, numbers, symbols}".
P@ssword1
) and disallowing strong passwords.For further detail and motivation, please refer to the USENIX Security '16 paper and presentation.
At Dropbox we use zxcvbn (Release notes) on our web, desktop, iOS and Android clients. If JavaScript doesn't work for you, others have graciously ported the library to these languages:
zxcvbn-python
(Python)zxcvbn-cpp
(C/C++/Python/JS)zxcvbn-c
(C/C++)zxcvbn-rs
(Rust)zxcvbn-go
(Go)zxcvbn4j
(Java)nbvcxz
(Java)zxcvbn-ruby
(Ruby)zxcvbn-js
(Ruby [via ExecJS])zxcvbn-ios
(Objective-C)zxcvbn-cs
(C#/.NET)szxcvbn
(Scala)zxcvbn-php
(PHP)zxcvbn-api
(REST)Integrations with other frameworks:
angular-zxcvbn
(AngularJS)zxcvbn detects and supports CommonJS (node, browserify) and AMD (RequireJS). In the absence of those, it adds a single function zxcvbn()
to the global namespace.
Install node
and bower
if you haven't already.
Get zxcvbn
:
cd /path/to/project/root
bower install zxcvbn
Add this script to your index.html
:
<script src="bower_components/zxcvbn/dist/zxcvbn.js">
</script>
To make sure it loaded properly, open in a browser and type zxcvbn('Tr0ub4dour&3')
into the console.
To pull in updates and bug fixes:
bower update zxcvbn
zxcvbn works identically on the server.
$ npm install zxcvbn
$ node
> var zxcvbn = require('zxcvbn');
> zxcvbn('Tr0ub4dour&3');
Add zxcvbn.js
to your project (using bower, npm or direct download) and import as usual:
requirejs(["relpath/to/zxcvbn"], function (zxcvbn) {
console.log(zxcvbn('Tr0ub4dour&3'));
});
If you're using npm
and have require('zxcvbn')
somewhere in your code, browserify and webpack should just work.
$ npm install zxcvbn
$ echo "console.log(require('zxcvbn'))" > mymodule.js
$ browserify mymodule.js > browserify_bundle.js
$ webpack mymodule.js webpack_bundle.js
But we recommend against bundling zxcvbn via tools like browserify and webpack, for three reasons:
zxcvbn()
immediately upon page load; since zxcvbn()
is typically called in response to user events like filling in a password, there's ample time to fetch zxcvbn.js
after initial html/css/js loads and renders.See the performance section below for tips on loading zxcvbn stand-alone.
Tangentially, if you want to build your own standalone, consider tweaking the browserify pipeline used to generate dist/zxcvbn.js
:
$ browserify --debug --standalone zxcvbn \
-t coffeeify --extension='.coffee' \
-t uglifyify \
src/main.coffee | exorcist dist/zxcvbn.js.map >| dist/zxcvbn.js
--debug
adds an inline source map to the bundle. exorcist
pulls it out into dist/zxcvbn.js.map
.--standalone zxcvbn
exports a global zxcvbn
when CommonJS/AMD isn't detected.-t coffeeify --extension='.coffee'
compiles .coffee
to .js
before bundling. This is convenient as it allows .js
modules to import from .coffee
modules and vice-versa. Instead of this transform, one could also compile everything to .js
first (npm run prepublish
) and point browserify
to lib
instead of src
.-t uglifyify
minifies the bundle through UglifyJS, maintaining proper source mapping.Download zxcvbn.js.
Add to your .html:
<script type="text/javascript" src="path/to/zxcvbn.js"></script>
try zxcvbn interactively to see these docs in action.
zxcvbn(password, user_inputs=[])
zxcvbn()
takes one required argument, a password, and returns a result object with several properties:
result.guesses # estimated guesses needed to crack password
result.guesses_log10 # order of magnitude of result.guesses
result.crack_times_seconds # dictionary of back-of-the-envelope crack time
# estimations, in seconds, based on a few scenarios:
{
# online attack on a service that ratelimits password auth attempts.
online_throttling_100_per_hour
# online attack on a service that doesn't ratelimit,
# or where an attacker has outsmarted ratelimiting.
online_no_throttling_10_per_second
# offline attack. assumes multiple attackers,
# proper user-unique salting, and a slow hash function
# w/ moderate work factor, such as bcrypt, scrypt, PBKDF2.
offline_slow_hashing_1e4_per_second
# offline attack with user-unique salting but a fast hash
# function like SHA-1, SHA-256 or MD5. A wide range of
# reasonable numbers anywhere from one billion - one trillion
# guesses per second, depending on number of cores and machines.
# ballparking at 10B/sec.
offline_fast_hashing_1e10_per_second
}
result.crack_times_display # same keys as result.crack_times_seconds,
# with friendlier display string values:
# "less than a second", "3 hours", "centuries", etc.
result.score # Integer from 0-4 (useful for implementing a strength bar)
0 # too guessable: risky password. (guesses < 10^3)
1 # very guessable: protection from throttled online attacks. (guesses < 10^6)
2 # somewhat guessable: protection from unthrottled online attacks. (guesses < 10^8)
3 # safely unguessable: moderate protection from offline slow-hash scenario. (guesses < 10^10)
4 # very unguessable: strong protection from offline slow-hash scenario. (guesses >= 10^10)
result.feedback # verbal feedback to help choose better passwords. set when score <= 2.
result.feedback.warning # explains what's wrong, eg. 'this is a top-10 common password'.
# not always set -- sometimes an empty string
result.feedback.suggestions # a possibly-empty list of suggestions to help choose a less
# guessable password. eg. 'Add another word or two'
result.sequence # the list of patterns that zxcvbn based the
# guess calculation on.
result.calc_time # how long it took zxcvbn to calculate an answer,
# in milliseconds.
````
The optional `user_inputs` argument is an array of strings that zxcvbn will treat as an extra dictionary. This can be whatever list of strings you like, but is meant for user inputs from other fields of the form, like name and email. That way a password that includes a user's personal information can be heavily penalized. This list is also good for site-specific vocabulary — Acme Brick Co. might want to include ['acme', 'brick', 'acmebrick', etc].
# <a name="perf"></a>Performance
## runtime latency
zxcvbn operates below human perception of delay for most input: ~5-20ms for ~25 char passwords on modern browsers/CPUs, ~100ms for passwords around 100 characters. To bound runtime latency for really long passwords, consider sending `zxcvbn()` only the first 100 characters or so of user input.
## script load latency
`zxcvbn.js` bundled and minified is about 400kB gzipped or 820kB uncompressed, most of which is dictionaries. Consider these tips if you're noticing page load latency on your site.
* Make sure your server is configured to compress static assets for browsers that support it. ([nginx tutorial](https://rtcamp.com/tutorials/nginx/enable-gzip/), [Apache/IIS tutorial](http://betterexplained.com/articles/how-to-optimize-your-site-with-gzip-compression/).)
Then try one of these alternatives:
1. Put your `<script src="zxcvbn.js">` tag at the end of your html, just before the closing `</body>` tag. This insures your page loads and renders before the browser fetches and loads `zxcvbn.js`. The downside with this approach is `zxcvbn()` becomes available later than had it been included in `<head>` — not an issue on most signup pages where users are filling out other fields first.
2. If you're using RequireJS, try loading `zxcvbn.js` separately from your main bundle. Something to watch out for: if `zxcvbn.js` is required inside a keyboard handler waiting for user input, the entire script might be loaded only after the user presses their first key, creating nasty latency. Avoid this by calling your handler once upon page load, independent of user input, such that the `requirejs()` call runs earlier.
3. Use the HTML5 [`async`](http://www.w3schools.com/tags/att_script_async.asp) script attribute. Downside: [doesn't work](http://caniuse.com/#feat=script-async) in IE7-9 or Opera Mini.
4. Include an inline `<script>` in `<head>` that asynchronously loads `zxcvbn.js` in the background. Advantage over (3): it works in older browsers.
javascript // cross-browser asynchronous script loading for zxcvbn. // adapted from http://friendlybit.com/js/lazy-loading-asyncronous-javascript/
(function() {
var ZXCVBN_SRC = 'path/to/zxcvbn.js';
var async_load = function() {
var first, s;
s = document.createElement('script');
s.src = ZXCVBN_SRC;
s.type = 'text/javascript';
s.async = true;
first = document.getElementsByTagName('script')[0];
return first.parentNode.insertBefore(s, first);
};
if (window.attachEvent != null) {
window.attachEvent('onload', async_load);
} else {
window.addEventListener('load', async_load, false);
}
}).call(this);
# Development
Bug reports and pull requests welcome!
shell git clone https://github.com/dropbox/zxcvbn.git
zxcvbn is built with CoffeeScript, browserify, and uglify-js. CoffeeScript source lives in `src`, which gets compiled, bundled and minified into `dist/zxcvbn.js`.
shell npm run build # builds dist/zxcvbn.js npm run watch # same, but quickly rebuilds as changes are made in src. ```
For debugging, both build
and watch
output an external source map dist/zxcvbn.js.map
that points back to the original CoffeeScript code.
Two source files, adjacency_graphs.coffee
and frequency_lists.coffee
, are generated by python scripts in data-scripts
that read raw data from the data
directory.
For node developers, in addition to dist
, the zxcvbn npm
module includes a lib
directory (hidden from git) that includes one compiled .js
and .js.map
file for every .coffee
in src
. See prepublish
in package.json
to learn more.
Dropbox for supporting open source!
Mark Burnett for releasing his 10M password corpus and for his 2005 book, Perfect Passwords: Selection, Protection, Authentication.
Wiktionary contributors for building a frequency list of English words as used in television and movies.
Researchers at Concordia University for studying password estimation rigorously and recommending zxcvbn.
And xkcd for the inspiration :+1::horse::battery::heart: