Andrew James Rademacher

Title: Innovations by Andrew James Rademacher

Introduction

Andrew James Rademacher is an accomplished inventor based in Kansas City, MO. He has made significant contributions to the field of secure multi-party computations and privacy-preserving training approaches. With a total of three patents to his name, Rademacher is recognized for his innovative solutions that enhance data security and privacy in computational processes.

Latest Patents

Rademacher's latest patents include "Systems and methods for providing a multi-party computation system for neural networks." This invention discloses a system and method for secure multi-party computations, allowing two access points to perform private computations without accessing each other's data. The system establishes an API for coordinating joint operations and manages authentication and authorization of communications between the access points.

Another notable patent is "Systems and methods for providing a privacy-preserving training approach in blind learning with secure enclaves." This invention outlines a method for providing a privacy-preserving training approach for split learning methods. It involves receiving encrypted smashed data from a client device and utilizing a secure enclave on the server device to perform forward propagation and update model weights while maintaining data privacy.

Career Highlights

Rademacher is currently employed at Tripleblind, Inc., where he continues to develop innovative solutions in the realm of data security. His work focuses on enhancing the capabilities of neural networks and ensuring privacy in machine learning processes. His contributions have positioned him as a key player in the field of secure computations.

Collaborations

Rademacher collaborates with talented individuals such as Babak Poorebrahim Gilkalaye and David Norman Wagner. These partnerships foster a creative environment that drives innovation and leads to the development of groundbreaking technologies.

Conclusion

Andrew James Rademacher is a notable inventor whose work in secure multi-party computations and privacy-preserving training approaches has made a significant impact in the field of data security. His innovative patents and collaborations continue to push the boundaries of technology and enhance the way data is processed securely.