IP Library › Granted Patent US 12,591,829
Granted Patent B2
US 12,591,829 · App. 18/139,179 · Granted Mar 31, 2026

Systems and methods for vulnerability assessment and remedy identification

Inventor: Jason Hogg (Bedford, NY)
Assignee: Aon Risk Consultants, Inc.
G06Q10/0635G06Q40/08G06N5/01G06Q30/0203H04L63/1433
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Quick Facts
Patent No.
US 12,591,829
App. No.
18/139,179
Granted
Mar 31, 2026
Kind
B2
Abstract

In an illustrative embodiment, systems and methods by which a computerized platform accesses a data set pertaining to system characteristics and delivers the data to models to assist a user in identifying and remedying cyber vulnerabilities may include models for identifying vulnerabilities based on system characteristics and for identifying remedial actions and services to mitigate the vulnerabilities. Models may be created for quantifying composite risk exhibited by the system and may quantify risk on a domain-by-domain basis. The influence that performance of one or more remedial actions may have on the quantified risk profile of the system may be automatically projected. The response of an insurance marketplace as it pertains to offering policies to cover losses arising from cyber vulnerabilities exhibited by the system, either in its status quo or as altered via by enacting one or more remedial actions, may be automatically projected.

Claims (64)

1 . A system for evaluating and mitigating cybersecurity risk, the system comprising:

a non-transitory computer-readable medium storing a plurality of risk models for identifying cybersecurity risks to computing infrastructure components based at least in part on answers to a set of multiple-choice questions; and

processing circuitry configured to perform operations comprising

conducting, via network communications with one or more network-connected computing devices remote to the system, a set of interactions with one or more users associated with an entity, the set of interactions comprising

sending, for display to one or more of the one or more users, the set of multiple-choice questions, and

obtaining information from the one or more of the one or more users regarding a computing infrastructure of the entity, the information including a set of answers responsive to the set of multiple-choice questions presented by the system to the one or more of the one or more users,

using the information, applying at least one model of the plurality of risk models to identify one or more cybersecurity risk levels for the entity, each cybersecurity risk level corresponding to a respective cybersecurity risk of one or more cybersecurity risks,

using the one or more cybersecurity risk levels and the information, calculating at least one enterprise score for the entity,

determining, based at least in part on the information, at least one target score,

identifying, based on the one or more cybersecurity risks, one or more mitigation options, as part of the set of interactions, wherein

the one or more mitigation options comprise at least one cybersecurity insurance product, and

identifying the one or more mitigation options comprises

a) for each respective mitigation option of a plurality of mitigation options applicable to at least a portion of the one or more cybersecurity risks, evaluating at least a portion of the set of answers to determine a service score quantifying relevance of the respective mitigation option to the computing infrastructure of the entity, and

b) selecting, based on service scores of the plurality of mitigation options, the one or more mitigation options,

accessing commercial terms for each mitigation option of at least a portion of the one or more mitigation options,

preparing, for presentation on a display, user interface information comprising the at least one enterprise score, the at least one target score, and the one or more mitigation options, wherein the user interface information includes

for each respective mitigation option of the one or more mitigation options, a mitigation option description,

for each respective mitigation option of the portion of the one or more mitigation options, the commercial terms, and

for a first cybersecurity insurance product of the at least one cybersecurity insurance product, a user interface element configured to enable user access, via an application programming interface (API), to a third party system of a provider of the first cybersecurity insurance product, wherein

the API enables purchasing the first cybersecurity insurance product within a navigational architecture of a platform providing a user interface,

sending, for display as the user interface to at least one user of the one or more users, the user interface information,

receiving, from the at least one user of the one or more users, a selection of at least one mitigation option of the one or more mitigation options, wherein receiving the selection comprises

receiving, via the user interface, an indication of interaction with the user interface element,

calling the third party system via the API using credentials recognized by the third party system,

responsive to the at least one user purchasing the first cybersecurity insurance product, applying one or more models of the plurality of risk models to calculate, using the at least one mitigation option, revised cybersecurity risk levels for the entity,

using the revised cybersecurity risk levels, calculating at least one revised score, and

as part of the set of interactions, sending, to the at least one user of the one or more users, the at least one revised score for dynamically updating the at least one enterprise score in the user interface.

2 . The system of claim 1 , wherein the computing infrastructure comprises one or more hardware assets, one or more software assets, and one or more informational assets of the entity.

3 . The system of claim 1 , wherein the at least one target score comprises a peer average score and/or an industry average score.

4 . The system of claim 1 , wherein the at least one target score comprises a prior score for the entity.

5 . The system of claim 1 , wherein the one or more mitigation options comprise at least one of a) one or more products or b) one or more services in addition to the at least one cybersecurity insurance product.

6 . The system of claim 1 , wherein enabling the at least one user of the one or more users to purchase the at least one cybersecurity insurance product comprises applying a portion of the information to at least one decision model of the provider of the first cybersecurity insurance product to determine eligibility of the entity for the first cybersecurity insurance product.

7 . The system of claim 1 , wherein calculating the revised cybersecurity risk levels for the entity comprises identifying an influence of remediation on one or more answers of the set of answers.

8 . A system for evaluating and mitigating cybersecurity risk, the system comprising:

a non-transitory computer-readable medium storing a plurality of risk models for identifying cybersecurity risks to computing infrastructure components based at least in part on selections from a plurality of sets of multiple choice options; and

processing circuitry configured to perform operations comprising

obtaining information regarding a computing infrastructure of an entity, the information including a plurality of selections made responsive to the plurality of sets of multiple choice options presented to a user interacting with a first user interface at a network-connected external computing device,

evaluating the information to identify one or more vulnerabilities of the computing infrastructure of the entity, wherein evaluating comprises modeling, using one or more risk models of the plurality of risk models, a respective impact of each cybersecurity risk of a plurality cybersecurity risks applicable to the computing infrastructure,

using the one or more vulnerabilities and the information, calculating at least one enterprise numeric quantification for the entity,

calculating, based at least in part on the information, at least one target numeric quantification,

calculating, based at least in part on the information, at least one peer numeric quantification,

identifying, based on the one or more vulnerabilities, one or more mitigation options, wherein

the one or more mitigation options comprise at least one cybersecurity insurance product, and

identifying the one or more mitigation options comprises

a) for each respective mitigation option of a plurality of mitigation options applicable to at least a portion of the plurality of cybersecurity risks, evaluating at least a portion of the plurality of selections to determine a service score quantifying relevance of the respective mitigation option to the computing infrastructure of the entity, and

b) selecting, based on service scores of the plurality of mitigation options, the one or more mitigation options,

preparing, for presentation at the network-connected external computing device as a second user interface, user interface information comprising the at least one enterprise numeric quantification, the at least one target numeric quantification, the at least one peer numeric quantification, and the one or more mitigation options, wherein the user interface information includes

for each respective mitigation option of the one or more mitigation options, a mitigation option description, and

for a first cybersecurity insurance product of the at least one cybersecurity insurance product, a user interface element configured to enable user access, via an application programming interface (API), to a third party system of a provider of the first cybersecurity insurance product, wherein

the API enables purchasing the first cybersecurity insurance product within a navigational architecture of a platform providing the second user interface,

sending the user interface information to the network-connected external computing device for display as the second user interface,

receiving, from the network-connected external computing device via the second user interface, selection of at least one mitigation option of the one or more mitigation options, wherein the receiving comprises

receiving, via the second user interface, an indication of interaction with the user interface element,

calling the third party system via the API using credentials recognized by the third party system,

responsive to the user purchasing the first cybersecurity insurance product,

identifying one or more updated vulnerabilities of the computing infrastructure of the entity by modeling, using at least one risk model of the one or more risk models, a respective impact of each cybersecurity risk of a plurality cybersecurity risks applicable to the computing infrastructure including the first cybersecurity insurance product,

using the one or more updated vulnerabilities and the information, calculating at least one revised numeric quantification, and

dynamically updating the second user interface to present, to the user, the at least one revised numeric quantification as one or more enterprise numeric quantifications of the at least one enterprise numeric quantification.

9 . The system of claim 8 , wherein the operations further comprise identifying, based on the one or more vulnerabilities, the one or more mitigation options.

10 . The system of claim 8 , wherein the at least one enterprise numeric quantification comprises a numeric score.

11 . The system of claim 8 , wherein presenting the at least one enterprise numeric quantification comprises presenting a prior enterprise numeric quantification and a current enterprise numeric quantification.

12 . The system of claim 8 , wherein calculating the at least one revised numeric quantification comprises calculating an influence of remediation of the first cybersecurity insurance product.

13 . The system of claim 8 , wherein the one or more mitigation options comprise at least one of a) one or more products or b) one or more services.

14 . The system of claim 8 , wherein the at least one enterprise numeric quantification comprises a plurality of enterprise numeric quantifications including a respective domain-specific enterprise numeric quantification for each domain of a plurality of security domains.

Continuity (3)
Continuation 16776192 · Jan 29, 2020
Provisional Application 62799559 · Jan 31, 2019
Related Publication 20230259857A1 · Aug 17, 2023
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