Location History:
- Madrid, ES (2022)
- Pozuelo de Alarcon Madrid, ES (2022)
Company Filing History:
Years Active: 2022-2025
Title: Dario Fiore: Innovator in Artificial Intelligence and Encryption
Introduction
Dario Fiore is a prominent inventor based in Madrid, Spain, known for his contributions to the fields of artificial intelligence and encryption. With a total of four patents to his name, he has made significant strides in developing advanced technologies that enhance data security and processing.
Latest Patents
Dario's latest patents include groundbreaking work on private artificial neural networks with trusted execution environments and quadratic homomorphic encryption. One of his notable inventions involves 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 significant patent focuses on a method for performing computation of a function over encrypted data. This method allows a computation entity to perform calculations on encrypted data using a linearly homomorphic encryption scheme. A homomorphic message authentication code is employed to ensure verifiable computation on the encrypted data.
Career Highlights
Dario Fiore is currently associated with NEC Corporation, where he continues to innovate and develop cutting-edge technologies. His work has positioned him as a key figure in the intersection of artificial intelligence and data security.
Collaborations
Dario has collaborated with notable professionals in his field, including Claudio Soriente, enhancing the impact of his research and inventions.
Conclusion
Dario Fiore's contributions to artificial intelligence and encryption demonstrate his commitment to advancing technology in a secure manner. His innovative patents reflect a deep understanding of complex systems and a dedication to improving data processing and security.