Patent Application for Intelligent Security in Data Fabrics Unveils New Era in Cybersecurity

Strategic Insights -

Businesses are faced with an overwhelming security information problem due to the exponential growth in security data and its associated costs, with companies deploying a wide range of security tools, typically between 15 to 75 per company, to address the ever-increasing cyberthreat landscape. The Data Fabric, a technology and commercial category of product, aims to integrate various data pipelines and cloud environments, helping companies reduce cost by minimizing unnecessary data sent to various destinations. However, companies struggle to understand what data within their unique environment can be ignored, presenting a new challenge with currently inadequate solutions.

Key Takeaways:

  • The patent application for intelligent security in data fabrics, filed on March 26, 2025, by inventors Choksey and Kraemer, aims to address the security information problem faced by businesses.
  • The Data Fabric integrates various data pipelines and cloud environments, potentially reducing cost by reducing unnecessary data sent to various destinations.
  • However, companies struggle to understand which data within their unique environment can be ignored, presenting a new challenge.
  • The patent application proposes an apparatus for processing security events within a data fabric, which includes a processor and a memory, and contains instructions configuring the processor to receive information, augment data, and take action based on the augmented data.
  • The apparatus can derive rules from the received information, apply the rules to the received data, and prescribe actions based on the derived rules.
  • In some embodiments, the apparatus can apply machine learning models to associate received data with categories and route data based on the categories.
  • The patent application also proposes a method of processing security events within a data fabric using a computing device, which includes receiving information, receiving data, augmenting data, and taking action based on the augmented data.
  • The method can derive rules, apply the rules, and prescribe actions, similar to the apparatus.
  • The method in some embodiments can apply machine learning models to associate data with categories and store data for later review.

Statistics:

  • 15-75: The typical number of deployed security products in companies.
  • Exponential growth: The growth in security data and its associated costs faced by businesses.
  • 1: The number of apparatus for processing security events within a data fabric, which includes a processor and a memory containing instructions.
  • 20: The number of claims in the patent application.
  • 2: The publication number of the patent application.
  • $UMC2025-0001-57226: The U.S. patent application number 20250307391.

Sources:

  • Choksey, Sanket; Kraemer, Jeffrey. Intelligent security for data fabrics. U.S. Patent Application Number 20250307391, filed March 26, 2025 and posted October 2, 2025. Patent URL (for desktop use only): https://ppubs.uspto.gov/pubwebapp/external.html?q=(20250307391)&db=US-PGPUB&type=ids
  • NewsRx LLC. (2025, October 21). Patent Application for Intelligent Security in Data Fabrics Unveils New Era in Cybersecurity. NewsRx LLC.