Dynamic Page Layout Adaptation for Malware Mitigation
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Solution Overview
Problem
Current web page technologies fail to dynamically adapt and enhance security and user interaction based on real-time user activities, location, and device conditions, leading to vulnerabilities such as malware detection and inefficient layout customization.
Innovation Solution
The Secure Dynamic Page Content and Layouts (DPCL) system transforms web page frameworks and content in response to user browsing activities, employing components like malware detection, dynamic layout reconfiguration, and user intent monitoring to enhance security and user experience through real-time adjustments in layout and content placement.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If web pages use static content and layouts, then implementation is simple and fast, but security is vulnerable and user interaction is inefficient
Solution Approach 1:
The patent implements dynamic page content and layouts that automatically adjust based on user behavior, device characteristics, and security threats. The system transitions from static HTML pages to dynamically generated pages that respond to real-time conditions, enhancing security and user interaction while managing complexity through automated adaptation mechanisms.
Solution Approach 2:
The system incorporates feedback loops that monitor user interactions, device properties, and security conditions to continuously optimize page content and layout. This feedback mechanism enables the system to adapt to changing conditions, improving security responses and user experience while maintaining manageable complexity through automated control.
2Adaptability or versatility
If web pages dynamically adapt to user activities and device conditions, then security and user interaction improve, but system complexity increases
Solution Approach 1:
The patent segments the web page system into independent modular components including content generation modules, layout adjustment modules, security detection modules, and user behavior analysis modules. Each module handles specific functions independently, enabling dynamic adaptation without creating monolithic complexity. The modular architecture allows individual components to be developed, tested, and maintained separately.
Solution Approach 2:
The system implements universal components that perform multiple functions simultaneously. For example, the page generation system handles both content creation and security validation, while the layout system manages both aesthetic arrangement and accessibility requirements. This multi-functionality reduces overall system complexity by eliminating redundant dedicated components.
3Ease of operation
If web pages use custom layouts and content, then user interaction efficiency improves, but implementation complexity increases
Solution Approach 1:
The patent implements self-service mechanisms where the web page system automatically generates customized content and layouts based on user behavior patterns and device characteristics without requiring manual intervention. The system monitors user interactions and autonomously adjusts page elements to optimize usability, eliminating the need for complex manual customization processes while maintaining high user interaction efficiency.
Data Source
AI summary
The SECURE DYNAMIC PAGE CONTENT AND LAYOUTS APPARATUSES, METHODS AND SYSTEMS (“DPCL”) transform dynamic layout template requests, device, user, and surroundings security profiles, and layout usage monitor packages using DPCL components into customized secure dynamic layouts. In some implementations, the disclosure provides a processor-implemented method of transforming the content of an electronically generated user facing page for displaying on a user display.