Claudio Soriente

Title: Innovations of Claudio Soriente

Introduction

Claudio Soriente is a notable inventor based in Heidelberg, Germany. He has made significant contributions to the field of artificial intelligence and encryption technologies. With a total of three patents to his name, Soriente is recognized for his innovative approaches to complex computational problems.

Latest Patents

Claudio Soriente's latest patents include groundbreaking work on private artificial neural networks with trusted execution environments and quadratic homomorphic encryption. One of his patents describes a method for training an artificial neural network (ANN) on a remote host. This method utilizes a trusted process deployed in a trusted execution environment (TEE) to compute a key-pair for a homomorphic encryption scheme. The public key of this key-pair is shared with an untrusted process on the remote host. The training procedure of the ANN is split between the untrusted and trusted processes, allowing for encrypted inputs to neurons of the ANN to be computed by the untrusted process, while the trusted process computes the outputs based on these encrypted inputs. Another patent focuses on a method for performing computation of a function over encrypted data. This method involves a computation entity performing computations on encrypted data using a linearly homomorphic encryption scheme and a homomorphic message authentication code for verifiable computation.

Career Highlights

Claudio Soriente is currently employed at NEC Corporation, where he continues to push the boundaries of technology through his research and development efforts. His work has garnered attention for its potential applications in secure data processing and artificial intelligence.

Collaborations

Some of his notable coworkers include Dario Fiore and Elina Van Kempen, who contribute to the innovative environment at NEC Corporation.

Conclusion

Claudio Soriente's contributions to the fields of artificial intelligence and encryption are noteworthy. His patents reflect a commitment to advancing technology in secure and efficient ways. His work continues to inspire future innovations in these critical areas.