Dynamic Access Permissions for Missing Permission Registration
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Solution Overview
Problem
Conventional access permission systems in distributed networks fail to effectively identify and register missing permissions for secure interactions between systems and applications, leading to potential security vulnerabilities.
Innovation Solution
A system and method that utilizes a trained machine learning model to identify and determine the absence of access permissions, iteratively compares permissions used during specific time periods with stored permissions, and modifies a centralized database to register missing permissions, while also performing revocation operations on unused permissions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If conventional access permission systems are used in distributed networks, then system simplicity is maintained, but security vulnerabilities arise due to failure to identify and register missing permissions
Solution Approach 1:
The system automatically monitors its own access permission status by comparing required permissions against registered permissions, identifying missing permissions without external intervention, and autonomously registers them in the database, enabling self-service permission management that enhances security while maintaining simplicity
Solution Approach 2:
The system implements continuous feedback loops where access permission usage is monitored, compared against registered permissions, and discrepancies are detected and corrected by registering missing permissions, creating a self-correcting mechanism that maintains security through automatic feedback-driven updates
2Loss of information
If access permissions are manually managed, then system complexity is reduced, but permission databases become incomplete and outdated
Solution Approach 1:
The system automatically tracks and registers access permissions by monitoring application interactions and comparing required permissions against the database, eliminating the need for manual permission management while ensuring complete and up-to-date permission information through automated detection and registration
Solution Approach 2:
The system proactively identifies and registers missing permissions before they can cause security issues by continuously monitoring permission requirements and pre-registering any detected missing permissions, preventing information gaps rather than reacting to them
3Measurement precision
If access permissions are continuously monitored and updated, then permission database accuracy is improved, but system processing overhead increases
Solution Approach 1:
The system implements targeted feedback mechanisms that only trigger processing when permission discrepancies are detected through comparison of required versus registered permissions, avoiding continuous full-system processing while maintaining high permission accuracy through event-driven updates based on actual usage patterns
Data Source
AI summary
Systems, methods, and computer program products are provided herein for dynamic access permissions to secure data resources in a distributed network. An example method includes identifying an application from amongst a plurality of applications with which the system interacts and determining one or more access permissions associated with secure interactions between the system and the identified application. The method further includes determining an absence of a least a first access permission from amongst the one or more access permissions with respect to the system and modifying a database of the system to register the at least first access permission. The one or more access permissions associated with the secure interactions between the system and the identified application define an interaction time period during which at least a first portion of the one or more access permissions were used.