Company Filing History:
Years Active: 2023-2025
Title: David Natan Kaplan: Innovator in Malicious Behavior Detection
Introduction
David Natan Kaplan is a notable inventor based in Hertsmere, GB. He has made significant contributions to the field of cybersecurity, particularly in the detection of malicious enterprise behaviors. With a total of 2 patents, Kaplan's work is instrumental in enhancing the security measures within large enterprises.
Latest Patents
One of Kaplan's latest patents is a Malicious Enterprise Behavior Detection Tool. This innovative tool provides systems, methods, and non-transitory computer storage media for identifying malicious behaviors within a large enterprise. The tool employs both probabilistic and deterministic methods to identify sub-graphs of behaviors. For instance, it starts with the node or edge that has the highest risk score and iteratively crawls a list of neighbors associated with those nodes or edges. This process helps in identifying subsets of behaviors that may indicate potentially malicious activity based on the risk scores of each connected node and edge. Additionally, the tool allows for the selection of a target node and traverses the connected nodes via edges until a root-cause condition is met. This traversal results in the identification of a sub-graph that indicates a malicious execution path, providing insights into the meaning or activity of the nodes involved.
Career Highlights
David Natan Kaplan is currently associated with Microsoft Technology Licensing, LLC, where he continues to innovate and develop solutions for cybersecurity challenges. His expertise in identifying malicious behaviors has positioned him as a key player in the field.
Collaborations
Kaplan has worked alongside talented individuals such as Joshua Neil and Evan John Argyle, contributing to various projects and advancements in technology.
Conclusion
David Natan Kaplan's contributions to the field of cybersecurity through his innovative patents are noteworthy. His work in developing tools for detecting malicious enterprise behaviors is crucial for enhancing security in large organizations.