Behavior-Based Authentication for IT Access Security
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Solution Overview
Problem
Current two-factor authentication (2FA) methods are vulnerable to risks such as lost or stolen access codes, intercepted verification codes, and forgotten security questions, leading to unauthorized access in protected IT systems and digital assets.
Innovation Solution
A smart-cloud service system that uses user entity behavior analytics to generate dynamic multi-factor authentication questions and answers based on personal system user behavior data, eliminating the need for separate devices or interceptable verification codes by establishing a distributed system access point for secure online access.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If traditional two-factor authentication (2FA) is implemented using dedicated devices or intercepted verification codes, then authentication security is improved, but vulnerability to theft, loss, and interception increases
Solution Approach 1:
The patent replaces physical mechanical systems (dedicated authentication devices, SMS messages, email communications) with a behavioral analytics-based authentication system. Instead of relying on physical tokens or interceptable digital communications, the system uses analysis of user behavior patterns (keystroke dynamics, mouse movements, navigation patterns) to authenticate users, thereby eliminating the vulnerability to theft and interception that plagues traditional 2FA methods.
Solution Approach 2:
The authentication system leverages data that users naturally generate during their normal interaction with the system (clicks, keystrokes, navigation patterns) without requiring them to carry additional devices or remember separate passwords. The system serves itself by using the users' own behavioral data as the authentication mechanism, making the authentication process both secure and convenient.
2Reliability
If multiple verification methods (2FA, MFA) are added to enhance security, then authentication reliability is improved, but system complexity increases
Solution Approach 1:
The patent merges the authentication function with the normal user interaction workflow. Instead of adding separate authentication steps or requiring users to interact with multiple separate systems (authentication apps, SMS gates, security question databases), the system combines behavioral analysis directly into the existing user interface. Every interaction the user has with the system simultaneously serves both as a task completion action and as an authentication data collection opportunity.
Solution Approach 2:
The behavioral analytics system serves multiple functions: it continuously monitors user interactions for system optimization purposes while simultaneously collecting authentication data. The same data infrastructure that supports user experience analysis also powers the authentication mechanism, eliminating the need for separate authentication infrastructure and reducing overall system complexity.
3Reliability
If behavioral data is collected and analyzed for authentication, then security against unauthorized access is improved, but data processing requirements increase
Solution Approach 1:
The system performs preliminary analysis of behavioral patterns during normal user interactions, building authentication profiles incrementally as users operate the system. Rather than performing heavy computational analysis only during authentication events, the system continuously and lightly processes behavioral data in the background, preparing authentication models in advance. This distributes the computational load over time and reduces peak processing requirements during actual authentication moments.
Data Source
AI summary
Provided herein are smart cloud service systems to enhance information technology system access security and computer-implemented and user-implemented methods of use. The smart cloud service is in electronic communication with a system access point on a system access management (SAM) server which is configured to establish a distributed system access point on a system access management (SAM) client. The smart cloud service distributes, deploys, updates and synchronizes modules or components on the SAM server and the SAM client to enable authentication questions and answers to be generated by a multi-factor authentication engine from data acquired from a user's personal online use and behavior history when access to a protected IT system is requested.