Ni Trieu

Title: The Innovative Contributions of Ni Trieu

Introduction

Ni Trieu is a notable inventor based in Foster City, CA (US). He has made significant contributions to the field of privacy-preserving technologies, particularly in unsupervised learning. With a total of 2 patents, his work is paving the way for advancements in data privacy and security.

Latest Patents

Ni Trieu's latest patents focus on two-server privacy-preserving clustering. These patents describe systems and techniques that enable separate computers, operated by different entities, to perform unsupervised learning jointly based on their respective data pools while maintaining privacy. The disclosed systems improve efficiency and scalability, ensuring that cluster identification remains confidential. The technology allows for the secure computation of distances through privacy-preserving multiplication of data values from the computers, utilizing a 1-out-of-N oblivious transfer (OT). This innovative approach can express data values in base-N and form matrices of random numbers, enhancing the overall security and functionality of the system.

Career Highlights

Ni Trieu is currently employed at Visa International Service Association, where he continues to develop cutting-edge technologies in the realm of data privacy. His work at Visa has allowed him to collaborate with other talented professionals in the field, further enhancing his contributions to innovation.

Collaborations

One of his notable coworkers is Payman Mohassel, who is also involved in advancing privacy-preserving technologies. Their collaboration exemplifies the importance of teamwork in driving innovation forward.

Conclusion

Ni Trieu's work in privacy-preserving clustering represents a significant advancement in the field of unsupervised learning. His contributions are essential for ensuring data privacy in an increasingly interconnected world.