🛡️ CyberShield AI

Data Management & Model Training

Generate Synthetic Data

Create realistic fraud detection training data

Number of Transactions

Universal File Upload

Upload ANY file format - AI will automatically detect fraud patterns!

Click to upload file or drag & drop

Max size: 1GB
Supported formats: CSV, Excel (.xlsx/.xls), JSON, TSV, TXT
AI Detection: Automatically finds fraud patterns in ANY dataset!
No specific columns required - Universal fraud detection

Real-time Fraud Detection

Transaction Details

Amount ($)

Hour (0-23)

Day of Week

Merchant Category

Transaction Count (1h)

Transaction Count (24h)

Avg Amount (30d)

Card Present

Country Risk Score (0-1)

Velocity Score (0-1)

ML Model

Prediction Results

Enter transaction details and click "Analyze Transaction" to get fraud prediction.

Model Analytics & Performance

Model Performance Metrics

Train models first to see performance analytics.

System Monitoring

Backend Status

Checking backend connection...

Model Status

Checking model status...