Neural network processing method and server and electrical device therefor

T Ming-Chih, WU Hsin-Lung, JM Lu… - US Patent …, 2024 - Google Patents
A neural network (NN) processing method is provided. An AI (artificial intelligence) compiler
code of an AI compiler is transformed to a garbled circuit code by performing following steps …

Providing communications that are secure from quantum computer models

BG Mccarty - US Patent App. 17/815,050, 2024 - Google Patents
H04L9/0866—Generation of secret information including derivation or calculation of
cryptographic keys or passwords involving user or device identifiers, eg serial number …

Encrypted machine learning models

Y Xiong, JB Zhang, B Shuai, JPE Garcia - US Patent 12,001,577, 2024 - Google Patents
A machine learning model, such as a neural network, is partially encrypted with a
homomorphic encryption scheme. Application of the machine learning model to data …

Fairness and output authenticity for secure distributed machine learning

LY Gomez - US Patent 11,816,546, 2023 - Google Patents
Fairness and output authenticity for secure distributed machine learning is provided by way
of an encrypted output of a garbled circuit which is simultaneously provided to a garbler and …

Large-word approximate homomorphic encryption

Y Polyakov, Y Harness - US Patent 12,137,158, 2024 - Google Patents
Abstract Systems and methods for cryptography based on 128 bit integers include: receiving
a complex input, the input including a 128-bit number; encrypting by: setting an imaginary …

Collaborative architecture for secure data sharing

P Rangarajan, R Alagar - US Patent 11,799,643, 2023 - Google Patents
A device participates in a cyclical collaboration system. The device receives a request from a
third party. A request value is determined that is associated with the request. A first random …

Method of operating neural network model using DRM package and method of processing data using the same

J Lee - US Patent 11,868,446, 2024 - Google Patents
In a method of operating a neural network model, neural network model data and raw data
are received during a non-secure mode. The neural network model data is encrypted by …