title	emoji	colorFrom	colorTo	sdk	sdk_version	app_file	pinned	short_description
PhishingEmailEvaluation	📈	blue	pink	gradio	5.14.0	app.py	false	Phishing Email Evaluation

Phishing Detection Project

This project demonstrates a phishing detection application powered by Transformers and served via a Gradio web interface. The project includes:

• Data Generation: A script to generate sample CSV datasets.
• Model Training: Fine-tuning a Transformer model on a custom phishing dataset.
• Web App: A Gradio app with multiple tabs to evaluate URLs and emails.

Setup Instructions

1. Install Dependencies:

   pip install -r requirements.txt
   

2. Generate Sample Data:

   python generate_csv.py
   

3. Train the Model:

   python train.py
   

4. Run the Web App:

   python app.py

Open the provided URL in your browser to interact with the app.

Notes

• Adjust the dataset and model parameters as needed for your use-case.
• This project uses DistilBERT as a base model; you can swap it with another model if required.