Granted Patent B2

US 12,737,444 · App. 18/908,041 · Granted Sep 15, 2026

Inventors: Austin Walters (Savoy, IL); Brian Barr (Schenectady, NY); Anh Truong (Champaign, IL); Jeremy Goodsitt (Champaign, IL); Grant Eden (San Francisco, CA); Samuel Sharpe (Cambridge, MA); Galen Rafferty (Mahomet, IL); Christopher Wallace (Frisco, TX)

Assignee: Capital One Services, LLC

G06F21/36G06F9/451G06F21/32

Abstract

Claims (58)

1 . A system, comprising:

one or more memories; and

one or more processors, coupled to the one or more memories, configured to:

transmit, to a device, instructions for generating a user interface, for output by an output component of the device, including a plurality of graphical user interface (GUI) components;

detect, during a first interval, a lack of interaction with the user interface from an input component of the device;

remove at least one GUI component, of the plurality of GUI components, from the user interface, based on the lack of interaction;

detect, during a second interval, one or more interactions with the user interface from the input component of the device;

calculate a similarity score associated with a user of the device based on properties associated with the one or more interactions and biometric data associated with the user; and

modify the user interface that is output by the output component of the device based on a comparison of the similarity score with a similarity threshold.

2 . The system of claim 1 , wherein transmission of the instructions for generating the user interface is based on one or more credentials associated with a user of the device.

3 . The system of claim 1 , wherein the one or more processors are further configured to:

prompt the device for one or more credentials associated with a user of the device based on detecting the lack of interaction.

4 . The system of claim 1 , wherein, to modify the user interface, the one or more processors are configured to:

restore the at least one GUI component to the user interface based on the similarity score satisfying the similarity threshold.

5 . The system of claim 1 , wherein, to modify the user interface, the one or more processors are configured to:

remove at least one other GUI component from the user interface based on the similarity score failing to satisfy the similarity threshold.

6 . The system of claim 1 , wherein the one or more processors, to remove the at least one GUI component, are configured to:

remove the at least one GUI component based on the first interval satisfying a time threshold.

7 . A method comprising:

transmitting, to a device, instructions for generating a user interface, for output by an output component of the device, including a first set of graphical user interface (GUI) components;

detecting, during a first interval, one or more first interactions with the user interface from an input component of the device;

modifying the first set of GUI components based on first properties associated with the one or more first interactions;

detecting, during a second interval, one or more second interactions with the user interface from the input component of the device;

calculating a similarity score associated with a user of the device based on second properties associated with the one or more second interactions; and

modifying the user interface based on a comparison of the similarity score with a similarity threshold.

8 . The method of claim 7 , wherein calculating the similarity score is based on biometric data associated with the user.

9 . The method of claim 7 , further comprising:

detecting, during a third interval, one or more third interactions with the user interface from the input component of the device; and

updating the similarity score based on third properties associated with the one or more third interactions.

10 . The method of claim 7 , wherein modifying the user interface comprises:

adding a second set of GUI components to the user interface based on the second properties associated with the one or more second interactions.

11 . The method of claim 7 , wherein modifying the user interface comprises:

removing a second set of GUI components from the user interface based on the second properties associated with the one or more second interactions.

12 . The method of claim 7 , wherein modifying the user interface comprises:

removing the second set of GUI components from the user interface based on an updated similarity score failing to satisfy the similarity threshold.

13 . The method of claim 7 , wherein transmitting the instructions for generating the user interface is based on one or more credentials associated with the user.

14 . A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:

one or more instructions that, when executed by one or more processors of a device, cause the device to:

transmit, to another device, instructions for generating a user interface, for output by an output component of the other device, including a first set of graphical user interface (GUI) components;

detect, during a first interval, one or more first interactions with the user interface from an input component of the other device;

modify the first set of GUI components based on first properties associated with the one or more first interactions;

detect, during a second interval, one or more second interactions with the user interface from the input component of the device;

calculate a similarity score associated with a user based on second properties associated with the one or more second interactions; and

modify the user interface based on a comparison of the similarity score with a similarity threshold.

15 . The non-transitory computer-readable medium of claim 14 , wherein the one or more instructions, when executed by the one or more processors, further cause the device to:

detect one or more third interactions with the user interface;

update the similarity score based on the one or more third interactions; and

remove the second set of visual components from the user interface based on the updated similarity score.

16 . The non-transitory computer-readable medium of claim 14 , wherein the one or more instructions, when executed by the one or more processors, further cause the device to:

obscure information, included in the user interface, that is associated with a sensitivity level satisfying a sensitivity threshold.

17 . The non-transitory computer-readable medium of claim 14 , wherein the second set of visual components comprise:

a menu associated with one or more functions;

a button associated with a function; or

text information classified as sensitive.

18 . The non-transitory computer-readable medium of claim 14 , wherein the one or more instructions, when executed by the one or more processors to calculate the similarity score, cause the device to:

determine a plurality of values associated with a corresponding type of interaction.

19 . The non-transitory computer-readable medium of claim 14 , wherein the one or more instructions, when executed by the one or more processors, further cause the device to:

determine whether the similarity score satisfies the similarity threshold based on a hysteresis value.

Assignments (1)

Continuity (2)

References Cited (10)