Patent ID: 11895264
Assignee: PINDROP SECURITY, INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 0:
1. A computer-implemented method comprising:
receiving, by a computer, one or more parameters comprising one or more attributes, one or more attribute values, and one or more attribute weights;
generating, by the computer, one or more risk scores for one or more types of fraud corresponding to the one or more attributes by applying a machine-learning architecture comprising one or more machine-learning models on contact data of one or more contacts;
identifying, by the computer, a plurality of fraud events in the one or more contacts, each fraud event associated with a risk score of a machine-learning model of the machine-learning architecture satisfying a risk threshold; and
for each fraud event,
generating, by the computer, a fraud importance score according to an attribute weight associated with an attribute and an attribute value of the one or more parameters corresponding to a type of fraud of the fraud event; and
generating, by the computer, a fraud alert in a fraud alert queue according to the fraud importance score.