US 2024/0403420 A1 · SYSTEM AND METHOD FOR ADJUSTING OR CREATING AI MODELS BASED ON MODEL BREACH ALERTS

Abstract

A cybersecurity system for adjusting content within an Artificial Intelligence (AI) model or creating a new AI model based on analysis of a model breach alert is described. The cybersecurity system features a model health analysis component and a model refinement component. The model health analysis component is configured to analyze content associated with a model breach alert. Communicatively coupled to the model health analysis component, the model refinement component is configured to receive analytic results from the model health analysis component. Based on the analytic results, the model refinement component determines adjustments to the threshold associated with the AI model or generates a new AI model in substitution of the AI model to avoid an over-breaching condition or improve cyber threat detection.

Claims20

Dependent claims

A non-transitory storage medium including software configured, when executed by one or more processors, to adjust content within an Artificial Intelligence (AI) model or create a new AI model, the software comprising:

a model health analysis component configured, when executed by the one or more processors, to analyze content associated with a model breach alert, the model breach alert corresponds to a determination in which a set of conditions has been met to denote that an event or a series of events violates a threshold associated with the AI model;
and
a model refinement component configured, when executed by one or more processors, to receive analytic results from the model health analysis component and at least one of i) determine adjustments to the threshold associated with the AI model or ii) generate a new AI model in substitution of the AI model in order to avoid an over-breaching condition or improve cyber threat detection.

A cybersecurity system, comprising:

a model health analysis component configured to analyze content associated with a model breach alert, the model breach alert corresponds to a determination in which a set of conditions has been met to denote that an event or a series of events violates an Artificial Intelligence (AI) model;
and
a model refinement component communicatively coupled to the model health analysis component, the model refinement component is configured to receive analytic results from the model health analysis component, and based on the analytic results, at least one of i) determine adjustments to a threshold associated with the AI model or ii) generate a new AI model in substitution of the AI model in order to avoid an over-breaching condition or improve cyber threat detection.

A method for adjusting content within an Artificial Intelligence (AI) model or creating a new AI model based on analysis of a model breach alert, the method comprising:

analyzing content associated with a model breach alert by a model health analysis component utilizing one or more large language models to produce analytic results, the model breach alert corresponds to a determination in which a set of conditions has been met to denote that an event or a series of events violates a threshold associated with the AI model;
receiving the analytic results by a model refinement component;
and
determining adjustments to the threshold associated with the AI model or generating a new AI model in substitution of the AI model in response to over-breaching condition associated with the AI model.

1 more element

Dependencies are inferred from the claim text.

System and method for adjusting or creating ai models based on model breach alerts

Life of this patent

System and method for adjusting or creating ai models based on model breach alerts

Life of this patent

Abstract

Claims20