Company Filing History:
Years Active: 2022-2025
Title: Frank Dye - Innovator in Machine Learning and Cybersecurity
Introduction
Frank Dye is a notable inventor based in San Francisco, CA, with a focus on machine learning and cybersecurity innovations. He holds two patents that showcase his expertise in automating network resource workflows and assessing computer security vulnerabilities. His contributions to the field have made a significant impact on how technology interacts with user actions and security measures.
Latest Patents
Frank Dye's latest patents include a system for machine learning automation of network resource workflows. This invention involves a workflow automation computer system that utilizes hardware processors and network interfaces to enhance the efficiency of web-based applications. The system is designed to receive browser event objects, extract attribute values, and store them in a relational database. It also performs action analysis using trained machine learning models to suggest associations of user actions.
Another significant patent is related to computer security vulnerability assessment. This system receives binary data and vulnerability data to determine correspondences between them. It generates a binaries-to-vulnerabilities database and scans target binary data to identify known security vulnerabilities, including the country of origin for the product in the target device. This innovation is crucial for enhancing cybersecurity measures.
Career Highlights
Throughout his career, Frank Dye has worked with several companies, including 8flow Inc. and Opswat, Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in the fields of machine learning and cybersecurity.
Collaborations
Frank has collaborated with notable individuals in his field, including Boaz Hecht and Josh Russ. These collaborations have contributed to the development of his patents and innovations.
Conclusion
Frank Dye is a distinguished inventor whose work in machine learning and cybersecurity continues to influence the industry. His patents reflect a commitment to advancing technology and improving security measures in an increasingly digital world.