Michael Alexander Hamburg

Title: Michael Alexander Hamburg: Innovator in Memory Buffer Devices and Neural Network Protection

Introduction

Michael Alexander Hamburg is a notable inventor based in 's-Hertogenbosch, Netherlands. He has made significant contributions to the fields of memory buffer devices and neural network protection, holding a total of six patents. His innovative work focuses on enhancing data security and efficiency in technology.

Latest Patents

One of Hamburg's latest patents is for memory buffer devices with modal encryption. This technology describes a memory buffer device that includes a compression block and an in-line memory encryption (IME) block. The compression block outputs compressed data, while the IME block encrypts uncompressed data at a first granularity and encrypts the compressed data at a second granularity, which is larger than the first granularity. Another significant patent involves the protection of neural networks by obfuscating neural network operations and architecture. This patent outlines methods to protect neural network models against adversarial attacks by obfuscating weights, biases, activation functions, and even the architecture itself by introducing dummy operations, nodes, and layers.

Career Highlights

Throughout his career, Hamburg has worked with prominent companies such as Cryptography Research, Inc. and Rambus Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in the realm of data security and encryption technologies.

Collaborations

Hamburg has collaborated with notable professionals in his field, including Helena Handschuh and Mark Evan Marson. These collaborations have contributed to the advancement of his research and the successful development of his patents.

Conclusion

Michael Alexander Hamburg is a distinguished inventor whose work in memory buffer devices and neural network protection has made a significant impact in technology. His innovative patents reflect his commitment to enhancing data security and efficiency.