Darryl Jones

Title: The Innovative Contributions of Darryl Jones

Introduction

Darryl Jones is a notable inventor based in Princeton, NJ (US). He has made significant contributions to the field of technology, particularly in the area of authentication and risk assessment. With a total of 3 patents, his work focuses on enhancing security measures through advanced machine learning techniques.

Latest Patents

Darryl's latest patents include innovative processes and systems aimed at improving authentication journeys. One of his patents, titled "Access prediction service serving explainable risk scores," describes a method for detecting anomalous authentication requests. This process involves obtaining request features from the authentication request and processing them using an ensemble of machine learning models and rule-based heuristics. The outcome is a risk score that can trigger explanations for the assessed risk.

Another significant patent is "Access prediction service receiving authentication journey characteristics for supervised learning." This invention outlines a system for building a training set to perform supervised training of a machine learning model. The model determines a risk score that helps decide whether to impose stepped-up authentication during an authentication journey. This process includes selecting examples of completed authentication journeys and pairing them with authentication request features to produce effective request feature-outcome pairs.

Career Highlights

Darryl Jones is currently employed at Ping Identity International, Inc., where he continues to develop innovative solutions in the field of identity management and security. His work is instrumental in shaping the future of secure authentication processes.

Collaborations

Darryl collaborates with talented individuals such as Sudhakar Peddibhotla and Raminder Deep Singh Kaler. Their combined expertise contributes to the advancement of technology in their field.

Conclusion

Darryl Jones is a prominent inventor whose work in authentication and risk assessment has led to valuable innovations. His patents reflect a commitment to enhancing security through advanced technology. His contributions are paving the way for more secure authentication processes in the digital world.