公开(公告)号：US20230214681A1

公开(公告)日：2023-07-06

申请号：US17209782

申请日：2021-03-23

Applicant: Amazon Technologies, Inc.

Inventor： Homer Strong ,  Yigitcan Kaya

IPC: G06N5/04 ,  G06N20/00

CPC classification number: G06N5/04 ,  G06N20/00

Abstract: A machine learning model may generate a first recommendation relating to allocation of a first permission to an identity, wherein the first recommendation is a recommendation for the identity to retain the first permission or a recommendation to deallocate the first permission from the identity. A first indication of the first recommendation may be provided to one or more users. The machine learning model may, based on speculative execution, determine a first condition that, when attributed to the identity, causes changing of the first recommendation to a second recommendation relating to the allocation of the first permission to the identity, wherein the second recommendation differs from the first recommendation. A second indication may be provided, to the one or more users, that attribution of the first condition to the entity causes the changing of the first recommendation to the second recommendation.