US 11,811,833 B2
System and method for predictive modeling for entitlement diffusion and role evolution in identity management artificial intelligence systems using network identity graphs
Mohamed M. Badawy, Round Rock, 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 Oct. 14, 2021, as Appl. No. 17/501,330.
Application 17/501,330 is a continuation of application No. 17/101,406, filed on Nov. 23, 2020, granted, now 11,196,775.
Prior Publication US 2022/0166804 A1, May 26, 2022
Int. Cl. G06F 16/901 (2019.01); G06N 5/04 (2023.01); G06N 5/02 (2023.01); H04L 9/40 (2022.01)
CPC H04L 63/205 (2013.01) [G06F 16/9024 (2019.01); G06N 5/02 (2013.01); G06N 5/04 (2013.01)] 21 Claims
OG exemplary drawing
 
1. An identity management system, comprising:
a data store;
a processor;
a non-transitory, computer-readable storage medium, including computer instructions for:
obtaining identity management data from one or more identity management systems in a distributed enterprise computing environment, the identity management data comprising data on a set of identities and a set of entitlements associated with the set of identities utilized in identity management in the distributed enterprise computing environment;
determining a first representation of the identity management data, including the set of identities and the set of entitlements associated with the set of identities, the first representation associated with a first point in time;
applying a predictive model to a portion of the first representation to generate a predictive representation, wherein the predictive representation is an evolution of the first representation to a future point in time relative to the first point in time associated with the portion of the first representation; and
determining predictive data utilizing the predictive representation, the predictive data associated with an identity management artifact.