Yen-Fen Hsu

Title: Innovations by Yen-Fen Hsu in Machine Learning

Introduction

Yen-Fen Hsu is an accomplished inventor based in Sunnyvale, CA, known for her contributions to the field of machine learning. With a focus on data security and privacy, she has developed innovative solutions that address the challenges of handling sensitive information.

Latest Patents

Yen-Fen Hsu holds a patent for a "Machine Learning (ML) model pipeline with obfuscation to protect sensitive data therein." This invention provides a system and platform for Machine Learning (ML) based Data Discovery and Classification. The system comprises components such as a user console, a ML agent, and a ML data engine. Through a ML pipeline, sensitive data is obfuscated, preventing it from being transmitted in clear text to a centralized server. The ML model pipeline effectively decouples embedding from model training, enhancing data security.

Career Highlights

Yen-Fen Hsu is currently employed at Thales Dis Cpl Usa, Inc., where she continues to innovate in the field of machine learning. Her work focuses on developing systems that ensure the safe handling of sensitive data, making significant strides in data privacy.

Collaborations

Yen-Fen collaborates with her coworker, Haochong Shen, who is also a talented professional in the field. Together, they work on advancing technologies that enhance data security and machine learning applications.

Conclusion

Yen-Fen Hsu's contributions to machine learning and data security are noteworthy, showcasing her commitment to innovation and the protection of sensitive information. Her patent reflects a significant advancement in the field, emphasizing the importance of data privacy in today's digital landscape.