Bias Detection & Fairness
System Active
Model Upload & Configuration
Upload your model or select from registry
Supports .pkl, .joblib, .h5, .onnx formats
Protected Attributes Configuration
Binary gender classification
Groups: Male, Female
Age-based discrimination detection
Groups: 18-35, 36-50, 51+
Racial and ethnic bias detection
Groups: White, Black, Hispanic, Asian, Other
Socioeconomic bias analysis
Scan Controls
Demographic Parity
Equal Opportunity
Equalized Odds
Calibration
Individual Fairness
Bias Threshold0.1
Confidence Level95%
Recent Scans
Loan Approval Model
2 hours ago
warning
Hiring Algorithm
1 day ago
failed
Insurance Pricing
3 days ago
passed