Integration Gateway Data Transformation With Secure Model Isolation
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Solution Overview
Problem
Existing cybersecurity systems lack integrated incident response capabilities, leading to delayed response times, communication challenges, and fragmented visibility into security posture, with static defenses failing to adapt to evolving threats and infrastructure changes.
Innovation Solution
A customized cybersecurity framework that provides dynamic monitoring and adaptive protection by identifying vulnerabilities, mapping them to assets, and connecting with targeted vendor services, using tokenization and decentralized ledger technology for secure data exchange and real-time threat management.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If data structures are transformed using public environment components, then ease of operation is improved, but security is worsened due to exposure of transformation models and executable code
Solution Approach 1:
The patent introduces an integration gateway as an intermediary component that sits between the secure environment containing transformation models and the public environment where data structures need transformation. The gateway receives data structures from the secure environment, applies transformations using transformation models stored in a database, and returns transformed data to the public environment. This mediator architecture allows the transformation logic to remain secure while providing ease of operation through the gateway interface.
Solution Approach 2:
The system is segmented into distinct environments: a secure environment for storing sensitive transformation models and executable code, and a public environment for data processing. The integration gateway segments the data flow between these environments, allowing transformation models to be accessed only when needed and only after authentication. This segmentation maintains security by isolating sensitive components while enabling operation through controlled data exchange.
2Ease of operation
If transformation models are made accessible in public environment, then ease of operation is improved, but loss of information increases due to exposure of transformation code
Solution Approach 1:
The integration gateway acts as an intermediary that mediates between the secure storage of transformation models and the public environment's need for data transformation. The gateway authenticates requests, retrieves appropriate transformation models from the secure environment, applies transformations, and returns results. This prevents direct exposure of transformation code while maintaining operational capability.
Solution Approach 2:
The system performs preliminary authentication and authorization actions before allowing access to transformation models. The gateway checks credentials and permissions before retrieving or executing any transformation code, ensuring that information is not lost or exposed to unauthorized entities while still enabling legitimate operations.
3Reliability
If connection instructions are restricted from public environment, then security is improved, but ease of operation worsens due to limited access to data sources
Solution Approach 1:
The integration gateway serves as a mediator that provides controlled access to connection instructions and data sources. It authenticates users, retrieves appropriate connection instructions from the secure environment, and facilitates connections to data sources only when authorized. This maintains security by restricting direct access while enabling operation through the gateway's controlled interface.
Solution Approach 2:
The gateway provides universal access to multiple data sources and transformation models through a single authenticated interface. Once authenticated, users can access various data sources and transformation capabilities through the gateway, making the system universally operable while maintaining security through centralized authentication and authorization mechanisms.
Data Source
AI summary
Systems, methods, and computer-readable for transforming data structures using an integration gateway are disclosed. A system can include one or more processing circuits configured to receive a connection request comprising a first unique identifier (UID) corresponding with at least one data source. The processing circuits can connect, using the first UID, the at least one data source to an entity computing system. The processing circuits can receive data request for accessing a data structure on the at least one data source, the data request comprising a second UID. The processing circuits can obtain, using the second UID, the data structure. The processing circuits can identify a transformation model stored in a secure environment based on a third UID. The processing circuits can model, using the transformation model, the data structure to generate a transformed data structure. The processing circuits can provide the transformed data structure to an integration gateway.