Robert Burke

Title: Innovations by Robert Burke in Machine Learning and Data Privacy

Introduction

Robert Burke is an accomplished inventor based in Austin, TX, known for his contributions to the field of machine learning and data privacy. With a total of two patents to his name, Burke has made significant strides in developing systems that enhance the protection of sensitive information.

Latest Patents

Burke's latest patents focus on machine learning modeling for protection against online disclosure of sensitive data. These systems and methods utilize machine learning models in conjunction with content editing tools to prevent or mitigate inadvertent disclosure and dissemination of sensitive data. By applying a trained machine learning model to a set of unstructured text data received via an input field of an interface, entities associated with private information are identified. A privacy score is computed for the text data by identifying connections between these entities, with the connections contributing to the privacy score based on cumulative privacy risk. This privacy score indicates the potential exposure of private information. The interface is then updated to include an indicator that distinguishes a target portion of the unstructured text data within the input field from other portions. Modifications to the target portion can change the potential exposure of the private information as indicated by the privacy score.

Career Highlights

Robert Burke is currently employed at Adobe, Inc., where he continues to innovate in the realm of data privacy and machine learning. His work is pivotal in developing technologies that safeguard sensitive information in an increasingly digital world.

Collaborations

Burke collaborates with talented individuals such as Irgelkha Mejia and Ronald Eduardo Oribio, contributing to a dynamic team focused on advancing technology in data protection.

Conclusion

Robert Burke's innovative work in machine learning and data privacy exemplifies the importance of protecting sensitive information in today's digital landscape. His patents reflect a commitment to enhancing privacy through advanced technology.