Adaptive Authentication System for Integrity Protection
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Solution Overview
Problem
Traditional authentication methods are inadequate in addressing various types of circumvention, failing to ensure the integrity and security of access to computer systems as usage and demand increase.
Innovation Solution
An adaptive authentication system that employs adaptive processing devices and sensor-based data analysis to dynamically adjust authentication protocols based on real-time input from multiple sensors and user interactions, generating authentication scores to determine access permissions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If traditional authentication methods are used, then the system is simple to operate, but the authentication integrity and security are insufficient
Solution Approach 1:
The authentication system dynamically adjusts the complexity and type of authentication challenges based on risk assessment. The system transitions from static traditional authentication to dynamic adaptive authentication, where the authentication protocol changes in real-time based on detected anomalies, user behavior patterns, and risk levels, thereby improving security without requiring permanently complex systems
Solution Approach 2:
The system changes authentication parameters such as challenge type, verification string complexity, and multi-factor requirements based on detected conditions. When circumvention is detected or suspected, the system modifies authentication parameters to increase security, while maintaining simple operation during normal conditions
2Reliability
If adaptive authentication with multiple sensors is implemented, then the security and integrity are enhanced, but the device complexity and operational complexity increase
Solution Approach 1:
The authentication system performs self-assessment by automatically analyzing sensor data, detecting anomalies, and determining appropriate authentication challenges without requiring user intervention. The system serves itself by making real-time decisions about authentication requirements based on observed patterns and risk levels
Solution Approach 2:
The system continuously monitors sensor data and user interactions, providing feedback loops that adjust authentication requirements in real-time. When circumvention attempts are detected through sensor analysis, the system immediately adjusts authentication protocols, creating a dynamic feedback mechanism that enhances security while maintaining ease of operation for legitimate users
3Adaptability or versatility
If traditional authentication measures are used, then the system is easy to implement, but it fails to address various types of circumvention
Solution Approach 1:
The authentication system is designed to detect multiple types of circumvention methods using a unified framework. The sensor-based detection mechanism serves multiple functions: detecting unauthorized access attempts, analyzing user behavior patterns, identifying anomalous activities, and assessing overall risk levels, thereby providing versatile circumvention detection without requiring separate specialized systems for each threat type
Data Source
AI summary
Systems, methods, and processor-readable media are disclosed to adaptively secure access operations with respect to electronic resources. A request from an endpoint device may be detected, and adaptive authentication may be initiated. Identifiers for the endpoint device may be generated or retrieved. An access-right indicator may be identified to facilitate determination of whether particularized access for electronic resources is to be granted. Initiation of access events by the endpoint device may be detected. Sensor-based data that is based on a first set of sensors capturing phenomena at the endpoint device may be received. A particularized specification of recognized patterns mapped to the access-right indicator may be adaptively developed. A nonconformance of additional data with respect to the particularized specification may be detected. Responsive to the nonconformance, an activation adjustment in sensor operation may be selectively caused, and subsequent sensor-based data may be collected based on the activation adjustment.