Company Filing History:
Years Active: 2023-2025
Title: Innovations of Joshua Michael Johnston
Introduction
Joshua Michael Johnston is an accomplished inventor based in Boise, ID (US). He has made significant contributions to the field of online security and data protection, holding a total of four patents. His work focuses on utilizing machine-learning techniques to enhance the security of interactive computing environments.
Latest Patents
One of his latest patents is titled "Machine-learning techniques for detection of unauthorized access of interactive computing environment functions." This innovative online security analysis system determines a categorical value in online activities and identifies conversion factors associated with that value. Based on these factors, the system generates an aggregated value for numerical features linked to previous online activities. Furthermore, it creates an embedding vector that describes this aggregated value, which is then used by an online activity analysis model to predict data for online activities. This prediction data is crucial for controlling access to functions of the online system.
Another notable patent is "Techniques for identity data characterization for data protection." This invention involves a system and method for identifying attributes associated with a target entity, such as a person. The hierarchical characterization system generates an identity graph that includes attribute nodes and online interaction nodes. By correlating these nodes, the system can generate a report indicating the identity and behavior of the entity based on their online interactions and attributes.
Career Highlights
Joshua currently works at Kount Inc., where he continues to develop innovative solutions in the realm of online security. His expertise in machine learning and data protection has positioned him as a key player in the industry.
Collaborations
Joshua has collaborated with talented individuals such as Nathan Daniel Monnig and Matthew Lewis Jones, contributing to the advancement of their projects and innovations.
Conclusion
Joshua Michael Johnston's work exemplifies the intersection of technology and security, showcasing his commitment to enhancing online safety through innovative inventions. His contributions are vital in the ongoing battle against unauthorized access and data breaches.