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ayushi424 authored Jul 22, 2021
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# **Password Strength Classification**
Password strength is a measure of the effectiveness of a password against guessing or brute-force attacks.
- In its usual form, it estimates how many trials an attacker who does not have direct access to the password would need, on average, to guess it correctly.
- The strength of a password is a function of length, complexity, and unpredictability.

- Using strong passwords lowers overall risk of a security breach, but strong passwords do not replace the need for other effective security controls.
- The effectiveness of a password of a given strength is strongly determined by the design and implementation of the factors (knowledge, ownership, inherence).


**GOAL**

**GOAL**

In this project we will classify strength of password as three values(0 , 1 , 2) i.e. 0 for weak, 1 for medium, 2 for strong using machine learning algorithm.

**DATASET**

Dataset can be downloaded from [here]().
Dataset can be downloaded from [here](https://www.kaggle.com/bhavikbb/password-strength-classifier-dataset).

**WHAT I HAVE DONE**
- Step 1: Data Preprocessing & Exploration
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**LIBRARIES NEEDED**
- pandas
- numpy
- matplotlib
- seaborn
- sklearn (For data traning, importing models and performance check)

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