This extension validates a password against a SOM map of historical password leaks.SOM Password Validator is a Chrome extension that uses Self-Organizing Maps to aggregate passwords that have been previously leaked on the internet and provides a different way of checking password Security.
This is the result of a research paper by Diogo Monica (https://diogomonica.com)