18920872. SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM (ROYAL BANK OF CANADA)
SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM
Organization Name
Inventor(s)
Fatima Javaid Hussain of Toronto CA
SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM
This abstract first appeared for US patent application 18920872 titled 'SYSTEM AND METHOD FOR SAAS DATA CONTROL PLATFORM
Original Abstract Submitted
There is provided a layered anomaly detection system. The system may perform real-time compliance anomaly detection using a plurality of anomaly-detecting machine learning (ML) models. The system includes a pre-processing subsystem which classifies population sets within a system and defines a plurality of context spaces, clusters objects and labels for each population member. The system trains a plurality of ML anomaly detection models based on received compliance events. The ML anomaly detection models may output an anomaly detection score and a confidence score. One or more ensemble ML models may be used to enhance accuracy.
