US 2024/0195825 A1Published application

Systems and Methods for Collecting and Analyzing Virtual Data To Find Correlations Between Events

AssigneeMckinsey & Company, Inc.

InventorsSastry Vsm Durvasula, Sonam Jha, Sriram Venkatesan, Anthony Esposito, Rares Almasan

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Abstract

The following relates generally to computer security, and more particularly relates to computer security in a virtual environment, such as a metaverse. In some embodiments, one or more processors: receive a set of known events (e.g., security threats) including event classifications; receive data of layers of the virtual environment; detect events in the data of the layers of the virtual environment; and determine correlations between the events in the data of the layers of the virtual environment. The correlations may be between events in different layers of the virtual environment. The one or more processors may also predict future events by analyzing the detected events.

Claims21

Dependent claims

A computer-implemented method for improving security in a virtual environment by determining correlations between events in the virtual environment, the method comprising:

receiving, via one or more processors, data of layers of the virtual environment, wherein the virtual environment is configured to allow a user to interact with a virtual world;
receiving, via the one or more processors, a set of known events including event classifications, wherein the set of known events indicate a plurality of security threats;
detecting, via the one or more processors, events in the data of the layers of the virtual environment;
and
determining, via the one or more processors, correlations between the events in the data of the layers of the virtual environment, wherein at least one correlation of the determined correlations is between events of different layers in the virtual environment;
and
wherein the layers of the virtual environment comprise:
an experience layer;
a discovery layer;
a creator economy layer;
a spatial computing layer;
a decentralization layer;
a human interface layer;
an infrastructure layer;
an authentication, authorization and integration layer;
and/or
an identity, and access management layer;
and
wherein the method further comprises:
predicting, via the one or more processors, a future event by analyzing the detected events;
and
analyzing, via the one or more processors and using a solution machine learning algorithm, the predicted future event to determine a solution to the predicted future event, wherein the solution comprises:
temporarily suspending a virtual environment account, permanently disabling the virtual environment account, blocking a message in the virtual environment, adding a warning label to the message in the virtual environment, triggering an audio or visual alarm, and/or alerting law enforcement;
and
wherein the determined solution is implemented based on a detected event.

22 more elements

A computer system for improving security in a virtual environment by determining correlations between events in the virtual environment, the computer system comprising one or more hardware processors configured to:

receive data of layers of the virtual environment, wherein the virtual environment is configured to allow a user to interact with a virtual world;
receive a set of known events including event classifications, wherein the set of known events indicate a plurality of security threats;
detect events in the data of the layers of the virtual environment;
and
determine correlations between the events in the data of the layers of the virtual environment, wherein at least one correlation of the determined correlations is between events of different layers in the virtual environment;
and
wherein the layers of the virtual environment comprise:
an experience layer;
a discovery layer;
a creator economy layer;
a spatial computing layer;
a decentralization layer;
a human interface layer;
an infrastructure layer;
an authentication, authorization and integration layer;
and/or
an identity, and access management layer;
and
wherein the one or more hardware processors are further configured to:
predict a future event by analyzing the detected events;
analyze, using a solution machine learning algorithm, the predicted future event to determine a solution to the predicted future event, wherein the solution comprises:
temporarily suspending a virtual environment account, permanently disabling the virtual environment account, blocking a message in the virtual environment, adding a warning label to the message in the virtual environment, triggering an audio or visual alarm, and/or alerting law enforcement;
and
implement the determined solution based on a detected event.

21 more elements

A computing device for improving security in a virtual environment by determining correlations between events in the virtual environment, the computing device comprising:

one or more processors;
and
one or more non-transitory memories;
the one or more non-transitory memories having stored thereon computer-executable instructions that, when executed by the one or more processors, cause the computing device to:
receive data of layers of the virtual environment, wherein the virtual environment is configured to allow a user to interact with a virtual world;
receive a set of known events including event classifications, wherein the set of known events indicate a plurality of security threats;
detect events in the data of the layers of the virtual environment;
and
determine correlations between the events in the data of the layers of the virtual environment, wherein at least one correlation of the determined correlations is between events of different layers in the virtual environment;
and
wherein the layers of the virtual environment comprise:
an experience layer;
a discovery layer;
a creator economy layer;
a spatial computing layer;
a decentralization layer;
a human interface layer;
an infrastructure layer;
an authentication, authorization and integration layer;
and/or
an identity, and access management layer;
and
wherein the one or more non-transitory memories having stored thereon computer executable instructions that, when executed by the one or more processors, cause the computing device to:
predict a future event by analyzing the detected events;
analyze, using a solution machine learning algorithm, the predicted future event to determine a solution to the predicted future event, wherein the solution comprises:
temporarily suspending a virtual environment account, permanently disabling the virtual environment account, blocking a message in the virtual environment, adding a warning label to the message in the virtual environment, triggering an audio or visual alarm, and/or alerting law enforcement;
and
implement the determined solution based on a detected event.

25 more elements

Dependencies are inferred from the claim text.