Humanoid Sensor Anomaly Calibrator (HSAC)
Overview
HSAC detects and recalibrates anomalous sensor signals before downstream decision systems are affected.
Architecture
- Signal variance encoder
- Confidence calibration layer
- Anomaly scoring head
Input
- raw_signal_variance
- sensor_type
- environment_context
Output
- calibrated_anomaly_score
- adjusted_confidence
Evaluation
- AUC
- False Positive Rate
- Calibration Error
License
MIT