PassBertStrengthMeter

Introduction

PassBertStrengthMeter is the open source library to apply BERT model to password evaluation. We hope the PassBert model will help solve more password understanding tasks.

Usage

The ServerModel consists the python source code used in our project. We adopt the bert4keras library as our based framework. More details about our PassBERT model can be found in ServerModel/.

The ClintModel is the client meter to evaluate password strength in user's browser. We deploy our PassBert model by Tensorflowjs.

Environment

• Python 3.7
• TensorFlow 1.14
• TensorFlowjs 3.15.0
• Keras 2.3.1