Patent ID: 11966858
Assignee: SAILPOINT TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 0:
1. A system, comprising:
a processor;
a non-transitory, computer-readable storage medium, including computer instructions for:
obtaining identity management data associated with a plurality of source systems in a distributed enterprise computing environment, the identity management data comprising data on a set of identity management artifacts utilized in identity management in the distributed enterprise computing environment, wherein the plurality of source systems include a first source system and a second source system and the identity management data comprises account data on accounts from the first source system and identity data on identities from the second source system;
obtaining a set of feature pairs specific to the first source system and the second source system by correlating features associated with the first source system and the second source system;
generating feature values for each of the feature pairs for each of a set of account-identity pairs, where each account-identity pair comprises a first account of the accounts of the account data from the first source system and a first identity of the identities of the identity data from the second source system, and generating a feature value for a feature pair is based on a first value for the feature pair associated with the first account and a second value for the feature pair associated with the first identity;
obtaining a training set of account-identity pairs and associated feature values;
training a machine learning (ML) model associated with the first source system and the second source system based on the training set; and
generating predictions for one or more account-identity pairs using the ML model, wherein a prediction for an account-identity pair is based on feature values associated with that account-identity pair and if the prediction is over a threshold the account of the account-identity pair is associated with the identity of the account-identity pair.