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    ELECTRONIC DEVICE FOR PERFORMING FEDERATED LEARNING USING HARDWARE SECURE ARCHITECTURE AND FEDERATED LEARNING METHOD USING THE SAME
    1.
    发明申请
    ELECTRONIC DEVICE FOR PERFORMING FEDERATED LEARNING USING HARDWARE SECURE ARCHITECTURE AND FEDERATED LEARNING METHOD USING THE SAME 有权

    公开(公告)号：US20220237523A1

    公开(公告)日：2022-07-28

    申请号：US17582873

    申请日：2022-01-24

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Soonhong KWON ,  Seolheui KIM ,  Junbum SHIN

    IPC: G06N20/20

    Abstract: Provided are an electronic device and server for performing federated learning, and a method of controlling the same for federated learning. A method, performed by the server, of performing federated learning with the electronic device, includes: transmitting, to the electronic device, requesting data requesting transmission of a federated learning parameter used to refine a core artificial intelligence model built in the server; receiving, from the electronic device, federated learning data including the federated learning parameter; identifying whether a result of federated learning performed by the electronic device is trustable, based on the federated learning data; and refining the core artificial intelligence model, based on a result of the identifying, wherein the receiving of the federated learning data includes receiving federated learning secure data stored in a hardware secure architecture of the electronic device, and the identifying of whether the result of the federated learning is trustable includes identifying whether the result of the federated learning is trustable, based on the federated learning secure data.

    ELECTRONIC DEVICE AND CONTROL METHOD THEREOF
    2.
    发明申请
    ELECTRONIC DEVICE AND CONTROL METHOD THEREOF 有权

    公开(公告)号：US20250151024A1

    公开(公告)日：2025-05-08

    申请号：US19018174

    申请日：2025-01-13

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Soonhong KWON ,  Hosik CHO

    IPC: H04W64/00 ,  G01S5/02 ,  H04B17/318 ,  H04W24/08

    Abstract: An electronic device is provided. The electronic device includes a display, a communication device configured to transmit and receive signals to and from a wireless router, memory storing one or more computer programs, and one or more processors communicatively coupled to the communication device, the display, and the memory, wherein the one or more computer programs include computer-executable instructions that, when executed by the one or more processors is configured individually or collectively, cause the electronic device to control the communication device to measure signal strength of each of a plurality of wireless routers located at a plurality of positions within a preset space, generate fingerprint information corresponding to the preset space based on the measured signal strength, control the communication device to measure first signal strengths of a plurality of first available wireless routers located at a plurality of spaced positions adjacent to a first measurement position within the preset space, predict positions of the plurality of first available wireless routers based on the measured first signal strengths, determine a subsequent second measurement position within the preset space based on the predicted positions and distances between the predicted positions, and control the display to display information about the determined second measurement position.

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