Adaptive Authentication Profiles for Real-Time Access Control
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Solution Overview
Problem
Conventional authentication and authorization systems are static and rigid, failing to adapt to real-time changes such as security breaches, user behavioral changes, and infrastructure modifications, leading to potential security gaps and operational hindrances.
Innovation Solution
An event-based authentication system that monitors real-time user interactions, device telemetry, and contextual security events to generate an adaptive authentication profile, dynamically adjusting authentication requirements based on a confidence score and taking actions to shift to a safe state.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If conventional static authentication systems are used, then system simplicity is maintained, but the system cannot adapt to real-time changes such as security breaches and user behavioral changes
Solution Approach 1:
The patent implements dynamic authentication by continuously monitoring user behavior, device characteristics, and environmental factors to adjust authentication requirements in real-time. The system transitions from static predefined rules to dynamic adaptive authentication that responds to changing conditions, thereby resolving the contradiction between adaptability and complexity.
Solution Approach 2:
The system incorporates feedback mechanisms by monitoring authentication attempts, user behavior patterns, and security events to continuously refine authentication decisions. This feedback loop enables the system to adapt to real-time changes while maintaining manageable complexity through automated learning and adjustment.
2Reliability
If manual updating of rules is performed to respond to evolving conditions, then some adaptability is achieved, but errors and delays increase security risks
Solution Approach 1:
The authentication system performs self-updating by automatically learning from authentication patterns, device characteristics, and security events. The system autonomously adjusts authentication requirements without manual intervention, eliminating human errors and delays while improving security reliability and response time.
Solution Approach 2:
The system establishes baseline authentication profiles and predefined security policies in advance, then automatically adjusts them based on real-time monitoring. This preliminary configuration enables rapid response to security events without requiring manual rule updates, thereby improving both reliability and response time.
3Measurement precision
If comprehensive contextual factors are considered for access decisions, then precision of access control is improved, but computational complexity increases
Solution Approach 1:
The system segments contextual factors into distinct categories such as user behavior patterns, device characteristics, environmental conditions, and authentication history. By processing these segmented factors independently and combining their results, the system achieves precise access control decisions while managing computational complexity through modular processing.
Data Source
AI summary
An event-based authentication and adaptive authorisation system and a related method has been described in the present disclosure. The system enables continuous monitoring of user behaviours, contextual events, and security threats and dynamically adjusts access control policies and permissions in real-time. Authentication is derived from a combination of predefined and contextually learned user actions, enabling password-less hybrid authentication mechanisms. The system continuously assesses risk factors, anomalous behaviours, and evolving security conditions to refine access permissions. The system adapts to changing threat landscape and changing user behaviour. As a result, enhanced security, flexibility, and operational efficiency is achieved by the robust and responsive system that is becoming essential for organizations in today's environment of rapidly evolving cyber threats.