Skip to content

A machine learning-powered phishing email detection tool built with Flask, NLP, and feature engineering. This project analyzes email content to detect potential phishing attempts and provides a probability score for classification.

Notifications You must be signed in to change notification settings

rishit03/Phishing-Email-Detector

Repository files navigation

🛡️ Phishing Email Detector 🚀

A simple web-based phishing email detection tool using Flask, Machine Learning, and NLP.

⚡ Features

✔ Detects potential phishing emails
✔ Uses TF-IDF + Feature Engineering
✔ Web-based interface with Flask + Bootstrap
✔ Probability-based classification

🔥 How to Run

  1. Install dependencies:
    pip install flask joblib pandas numpy scikit-learn

About

A machine learning-powered phishing email detection tool built with Flask, NLP, and feature engineering. This project analyzes email content to detect potential phishing attempts and provides a probability score for classification.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published