Source Code Library Upgrades for Vulnerability and Compliance Issues

Resolve Bottlenecks,
Find Innovative SolutionsGenerate Solutions

Solution Overview

Problem

Existing software development tools struggle with efficiently identifying and upgrading source code libraries due to the complexity of manually correcting vulnerabilities, security issues, and compliance policies, leading to inefficiencies and potential security risks.

Innovation Solution

A system and method that uses machine learning, natural language processing, and static/dynamic code analysis to automatically identify problematic libraries and suggest suitable alternatives, modifying the source code to incorporate these alternatives and resolve performance limitations.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If manual identification and correction of library issues is performed, then accuracy of issue detection is improved, but time consumption and labor effort increase significantly

Engineering Contradiction:

Improveaccuracy of issue detectionVSAvoidtime consumption

Core Design Contradiction:

Measurement precisionVSLoss of time

Solution Approach 1:

The system performs self-service by automatically detecting library issues, generating replacement recommendations, and modifying source code without requiring manual intervention. The tool analyzes dependency graphs, identifies vulnerable libraries, and autonomously generates upgrade paths, eliminating the need for developers to manually review and correct each issue.

Inventive Principle:

Principle #25Self-service

Solution Approach 2:

The patent replaces the mechanical manual process of reviewing library files with automated computational systems. Machine learning models analyze code patterns and dependency relationships, while automated code generation tools create replacement code, substituting human manual operations with intelligent algorithms that achieve both speed and accuracy.

Inventive Principle:

Principle #28Mechanics substitution (Replace mechanical system)

2Difficulty of detecting and measuring

If existing library identification tools are used, then issue detection capability is improved, but ease of operation deteriorates due to manual correction requirements and false positives

Engineering Contradiction:

Improveissue detection capabilityVSAvoidease of operation

Core Design Contradiction:

Difficulty of detecting and measuringVSEase of operation

Solution Approach 1:

The system implements feedback mechanisms where it continuously monitors library usage, detects issues in real-time, and provides automated recommendations. The tool learns from previous corrections and refines its detection algorithms, reducing false positives over time while maintaining high detection accuracy across evolving codebases.

Inventive Principle:

Principle #23Feedback

Solution Approach 2:

The patent introduces an intermediary layer between the codebase and the developer. This intermediary system (the library analysis tool) acts as a mediator that automatically handles issue detection, validation, and resolution recommendations, shielding developers from direct engagement with complex library management tasks.

Inventive Principle:

Principle #24Intermediary (Mediator)

3Productivity

If libraries are used to improve development productivity, then coding efficiency is improved, but reliability deteriorates due to security vulnerabilities and compliance issues in outdated libraries

Engineering Contradiction:

Improvedevelopment productivityVSAvoidsoftware reliability

Core Design Contradiction:

ProductivityVSReliability

Solution Approach 1:

The system performs preliminary action by proactively detecting vulnerable libraries before they can be exploited. It continuously monitors library versions against known vulnerability databases and compliance requirements, identifying issues ahead of time and generating automated replacement recommendations to prevent security breaches and compliance violations.

Inventive Principle:

Principle #10Preliminary action

Solution Approach 2:

The patent converts the harmful effect of using outdated libraries into a beneficial process by automatically detecting their vulnerabilities and generating targeted upgrade recommendations. Instead of simply flagging problems, the system transforms vulnerability reports into actionable upgrade paths that improve both security and compliance while maintaining productivity benefits.

Inventive Principle:

Principle #22Blessing in disguise (Convert harm into benefit)

Data Source

PatentUS20250362886A1Library Upgrade Method, Apparatus, and System

Publication Date: 2025.11.27 DEVFACTORY INNOVATIONS FZ LLC

AI summary

A method and apparatus are disclosed for upgrading libraries in a source code program by evaluating libraries in the source code program for predetermined selection criteria specifying library performance limitations to identify at least a first library which does not meet the plurality of predetermined selection criteria and then identifying a first alternative library that is suitable for substitution for the first library so that the source code program may be automatically modified to replace the first library with the first alternative library, thereby generating a modified source code program having an upgraded library functionality.