公开(公告)号：US20210240837A1

公开(公告)日：2021-08-05

申请号：US17159748

申请日：2021-01-27

Applicant: PINDROP SECURITY, INC.

Inventor： Hung Wei TSENG ,  Kailash PATIL

IPC: G06F21/57 ,  G06F21/55 ,  G06F11/30

Abstract: Embodiments described herein provide for performing a risk assessment. A computer identifies and stores heterogeneous events between a user and a provider system in which the user interacts with an account. The computer may store the heterogeneous events in a table. The stored event information normalizes the events associated with an account. The computer may determine static risk contributions associated with the event information of the account and store the static risk contributions in the table. The computer groups the static risk contributions into predetermined groups. The static risk contributions in each group are converted into dynamic risk contributions. The dynamic risk contributions of each group are aggregated, and the aggregate value of the dynamic risk contributions are fed to a machine learning model. The machine learning model determines a risk score associated with the account.