Inventors:
- El Segundo CA, US
Saryu Nayyar - El Segundo CA, US
Naveen Vijayaraghavan - El Segundo CA, US
Puneet Gajria - El Segundo CA, US
Aruna Rajasekhar - El Segundo CA, US
International Classification:
G06F 11/34
G06K 9/62
G06N 7/00
G06N 5/00
G06N 20/20
Abstract:
A computer-implemented method for anomaly detection based on deep learning includes acquiring a plurality of records, each record having a corresponding number of attributes, identifying outliers in the plurality of records using labels generated from processing the plurality of records through an ensemble of different deep learning models, wherein an output of at least one model is used as an input to at least one other model and detecting anomalies in the plurality of records using a probabilistic classifier based on plurality of records and labels.