US 11,809,581 B2
System and method for automated access request recommendations
Mohamed M. Badawy, Round Rock, TX (US); Rajat Kabra, Austin, TX (US); Quoc Co Tran, Houston, TX (US); and Jostine Fei Ho, Austin, TX (US)
Assigned to SAILPOINT TECHNOLOGIES, INC., Wilmington, DE (US)
Filed by SailPoint Technologies, Inc., Wilmington, DE (US)
Filed on Dec. 6, 2021, as Appl. No. 17/543,566.
Application 17/543,566 is a continuation of application No. 17/389,497, filed on Jul. 30, 2021, granted, now 11,227,055.
Prior Publication US 2023/0035335 A1, Feb. 2, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 21/62 (2013.01); G06F 21/60 (2013.01); G06N 20/00 (2019.01); G06F 16/901 (2019.01)
CPC G06F 21/604 (2013.01) [G06F 16/9024 (2019.01); G06F 21/6218 (2013.01); G06N 20/00 (2019.01); G06F 2221/2141 (2013.01)] 18 Claims
OG exemplary drawing
 
1. A method, comprising:
obtaining data from an identity management system, the obtained data relating to identities and entitlements of the identity management system;
determining feature data from the obtained data, the feature data corresponding to the identities and entitlements;
applying the feature data to a graph database query configured to determine whether a target identity in the identity management system should have access to access items in the identity management system;
applying the feature data to a machine learning model trained to determine whether the target identity in the identity management system should have access to access items in the identity management system; and
based on outputs of the graph database query and the machine learning model, generating personalized access recommendations for the target identity that the target identity obtain access to specific access items of the identity management system.