waveguard_counterfactual
Run baseline plus counterfactual variants and measure verdict/score sensitivity.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| training | Yes | 2+ baseline normal samples used to build the reference profile. | |
| base_test | Yes | Baseline candidate sample to evaluate before counterfactual perturbations. | |
| field_level | No | 0 = real scalar field (faster), 1 = complex field (richer phase dynamics). | |
| sensitivity | No | Anomaly sensitivity multiplier (default: 1.0). Higher values flag more aggressively. | |
| encoder_type | No | Optional encoder override. Omit to auto-detect from input structure. | |
| counterfactual_tests | Yes | 1+ perturbed variants of base_test for sensitivity analysis. |