🔐 Phishing URL Detector

Created By Mrinal Basak Shuvo

Try the live app here:
https://phishing-app.streamlit.app/

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Overview

This is a machine learning-powered Streamlit app to detect phishing URLs.
It leverages feature extraction techniques and explains predictions using SHAP (SHapley Additive exPlanations).

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Features

• Detects phishing URLs with high accuracy
• Interactive web interface built with Streamlit
• Model explanation and interpretability with SHAP visualizations
• Easy to run locally or use the hosted app online
• Downloadable Detection reports

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🚀 How to Run

Clone the repo and install dependencies using one of the following methods:

Using Conda environment

$ git clone https://github.com/mbs57/Phishing.git
$ cd Phishing
$ conda activate phishing_py311
$ pip install -r requirements.txt
$ streamlit run app.py