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Will It Crack?

Will It Crack is a RESTful service for password classification. It accepts string input representing a user password and rates it as either weak, medium, or strong. It is also capable of creating character vectors for a password based on the corpus. Classification is performed using a MLPC network with three hidden layers, each containing 500 neurons.

About the Dataset

The dataset used to train the model came from Kaggle. It contains around 670k password entries that were classified using a series of commercial password-rating algorithms. The data originally came form the 000webhost data leak of over 3 million passwords. It is worth noting that the dataset is strongly biased toward medium passwords.