US 2023/0144680 A1 · ELECTRONIC APPARATUS AND METHOD FOR CONTROLLING THEREOF

Abstract

An electronic apparatus and a method for controlling thereof are provided. The electronic apparatus includes a memory storing an artificial neural network and metadata including information of at least one layer in the artificial neural network, and a processor configured to: acquire a security vector based on the metadata and a security key of the electronic apparatus; map the security vector and the metadata with the security key and identification information of the artificial neural network; perform encryption on the at least one layer based on the metadata and the security vector; based on input data input to the artificial neural network, load the metadata and the security vector by using the security key and the identification information of the artificial neural network; and perform an operation between the input data and the encrypted at least one layer based on the loaded security vector and the metadata.

Claims15

Dependent claims

An electronic apparatus comprising:

a memory storing an artificial neural network and meta data including information of at least one layer among a plurality of layers included in the artificial neural network;
and
a processor configured to:
acquire a security vector based on the meta data and a security key of the electronic apparatus;
map the acquired security vector and the meta data with the security key and identification information of the artificial neural network;
perform encryption on the at least one layer among the plurality of layers based on the meta data and the security vector;
based on input data being input to the artificial neural network, load the meta data and the security vector by using the security key and the identification information of the artificial neural network;
and
perform an operation between the input data and the encrypted at least one layer based on the loaded security vector and the meta data.

6 more elements

A method for controlling an electronic apparatus including a memory storing an artificial neural network and meta data including information of at least one layer among a plurality of layers included in the artificial neural network, the method comprising:

acquiring a security vector based on the meta data and a security key of the electronic apparatus;
mapping the acquired security vector and the meta data with the security key and identification information of the artificial neural network;
performing encryption on the at least one layer among the plurality of layers based on the meta data and the security vector;
based on input data being input to the artificial neural network, loading the meta data and the security vector by using the security key and the identification information of the artificial neural network;
and
performing an operation between the input data and the encrypted at least one layer based on the loaded security vector and the meta data.

3 more elements

Dependencies are inferred from the claim text.

Electronic apparatus and method for controlling thereof

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Electronic apparatus and method for controlling thereof

Life of this patent

Abstract

Claims15