Language Model Security Audits for Consistent Countermeasure Review
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Solution Overview
Problem
Existing security audits are labor-intensive and subjective, leading to variations in audit results due to human involvement.
Innovation Solution
A security audit apparatus and method utilizing a language model to automate the audit process by acquiring answer information from entities and generating audit results based on prompts, reducing human subjectivity and improving efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If manual security audit is performed, then audit flexibility and judgment can be applied, but labor intensity increases and audit results become subjective and variable
Solution Approach 1:
The patent replaces the manual mechanical audit process with an automated system using a language model. The language model processes audit questions and answers automatically, generating consistent audit results without human intervention, thereby eliminating subjectivity and variability in audit outcomes.
Solution Approach 2:
The language model performs self-service by autonomously analyzing audit information, making judgments, and generating audit results without requiring human auditors. The system serves itself by processing inputs and producing outputs automatically, maintaining consistent standards throughout the audit process.
2Productivity
If manual security audit is performed, then detailed judgment can be applied, but time consumption and labor requirements increase
Solution Approach 1:
The patent substitutes manual mechanical processing with automated computational processing. The language model rapidly processes audit questions and answers, generating results instantly without the time consumption associated with manual review, thereby significantly increasing audit productivity.
Solution Approach 2:
The language model operates continuously without interruption, processing audit information and generating results in a seamless automated flow. Unlike manual audits that require breaks, scheduling, and human availability, the automated system maintains continuous productive action, eliminating time losses.
3Measurement precision
If manual security audit is performed, then context and nuance can be understood, but subjectivity and bias introduce variability
Solution Approach 1:
The patent replaces human mechanical judgment with automated AI-based evaluation. The language model provides objective, consistent measurements without being influenced by human subjectivity, bias, or emotional factors, thereby improving measurement precision while eliminating harmful human elements from the audit process.
Solution Approach 2:
The patent changes the fundamental parameter of evaluation from human-based to machine-based. By transitioning from human auditors to a language model, the system changes the nature of evaluation from subjective to objective, eliminating variability caused by human differences while maintaining the ability to understand context and nuance through sophisticated AI processing.
Data Source
AI summary
A security audit apparatus acquires answer information indicating an answer by a target entity to a question regarding implementation of a security countermeasure, and generates audit result information indicating a result of an audit on the implementation of the security countermeasure by the target entity by inputting a prompt for instructing to perform an audit on the implementation of the security countermeasure based on the answer information and the answer information into a language model.