🛡️ Phishing Email Detector
Powered by Advanced Deep Learning (F1: 98.78%)
This tool uses a state-of-the-art frozen DistilRoBERTa classifier to detect phishing emails with 99.01% precision.
How It Works
- Paste your email (subject + body)
- AI analyzes the content
- Get instant verdict with confidence score
✓ 98.78% F1-Score on 181,985 emails
✓ 99.01% Precision - Minimal false alarms
✓ 82ms Inference - Lightning fast
📧 Email Content
📊 Analysis Result
Results will appear here after analysis
📝 Example Emails
Try these examples
| Email Subject | Email Body |
|---|
Model Information:
- Architecture: Frozen DistilRoBERTa-base + 5-layer MLP
- Training Data: 181,985 emails (50.7% phishing, 49.3% benign)
- Test Performance: 98.78% F1-Score, 99.91% AUC-ROC
- Inference Time: ~82ms per email
⚠️ Important: This tool is an AI assistant. Always verify suspicious emails with your IT security team before taking action.
Author: Mohamed Amine Marzouk | PRINCE Research Lab, University of Sousse