公开(公告)号：US20230012736A1

公开(公告)日：2023-01-19

申请号：US17859661

申请日：2022-07-07

Applicant: Samsung Electronics Co., Ltd.

Inventor： Sharmila MANI ,  Shubham JAIN ,  Renju Chirakarotu NAIR ,  Nikhil SAHNI ,  Umesh Murlidhar PATIL ,  Balwant Singh SHEKHAWAT ,  Aditya JHAWAR

IPC: G06F21/62

Abstract: A method for securely sharing of data by an electronic device is provided. The method includes receiving, by the electronic device, data associated with the at least one application available at the electronic device and obtaining, by the electronic device, secured data by transforming the data associated with at least one application into an unrecognizable format using at least one conceal factor and at least one noise input. Further, the method includes extracting, by the electronic device, a plurality of features from the secured data, and sharing, by the electronic device, the plurality of features extracted from the secured data to a plurality of servers.

公开(公告)号：US20220327222A1

公开(公告)日：2022-10-13

申请号：US17835649

申请日：2022-06-08

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Srividya DESIREDDY ,  Yogesh SHEORAN ,  Sagar Mahesh MALIYE ,  Balwant Singh SHEKHAWAT ,  Aarif ZAFAR ,  Sharmila MANI ,  Rajesh Kumar PANDA ,  Srikanth MANDALAPU ,  Renju Chirakarotu NAIR ,  Nikhil SAHNI

IPC: G06F21/60 ,  G06F21/44 ,  G06N3/10 ,  G06F11/34

Abstract: Embodiments herein provide a method for securing Neural Network (NN) models. The method includes: identifying, by the first electronic device, a crucial layer of a first NN model that is to be deployed for processing in a second electronic device. The method includes extracting, by the first electronic device, the crucial layer of the first NN model. The method includes encrypting, by the first electronic device, the crucial layer. The method includes generating, by the first electronic device, a second NN model includes the encrypted crucial layer. The method includes deploying, by the first electronic device, the second NN model to the second electronic device for processing in the second electronic device.