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    METHOD AND APPARATUS FOR SEARCHING FOR LIGHT-WEIGHT MODEL THROUGH REPLACEMENT OF SUBNETWORK OF TRAINED NEURAL NETWORK MODEL
    1.
    发明公开
    METHOD AND APPARATUS FOR SEARCHING FOR LIGHT-WEIGHT MODEL THROUGH REPLACEMENT OF SUBNETWORK OF TRAINED NEURAL NETWORK MODEL 审中-公开

    公开(公告)号：US20240119282A1

    公开(公告)日：2024-04-11

    申请号：US18356415

    申请日：2023-07-21

    Applicant: Electronics and Telecommunications Research Institute

    Inventor： Jongryul LEE ,  Yong Hyuk Moon ,  Junyong Park

    IPC: G06N3/08

    CPC classification number: G06N3/08

    Abstract: The present disclosure relates to a method and apparatus for searching for a light-weight model through the replacement of a subnetwork of a trained neural network model. The method of searching for a light-weight model includes a preprocessing step of extracting a subnetwork from an original neural network model, constructing a mapping relation between the subnetwork and an alternative block corresponding to the subnetwork by extracting the alternative block from a pre-trained neural network model, and generating profiling information including performance information relating to the subnetwork and the alternative block, and a query processing step of receiving a query, extracting a constraint that is included in the query through query parsing, and generating the final model based on the constraint, the original neural network model, the alternative block, the mapping relation, and the profiling information.

    Apparatus and method for managing USIM data using mobile trusted module
    4.
    发明授权
    Apparatus and method for managing USIM data using mobile trusted module 有权
    使用移动信任模块管理USIM数据的装置和方法

    公开(公告)号：US09135449B2

    公开(公告)日：2015-09-15

    申请号：US13904664

    申请日：2013-05-29

    Applicant: Electronics and Telecommunications Research Institute

    Inventor： Jin Hee Han ,  Bo-Heung Chung ,  Hwa Shin Moon ,  Yong Hyuk Moon ,  Dae Won Kim ,  Jeong Nyeo Kim

    IPC: G06F21/00 ,  G06F21/60 ,  G06F21/57 ,  H04L29/06 ,  H04W12/04 ,  H04W12/06

    CPC classification number: G06F21/60 ,  G06F21/57 ,  H04L63/0428 ,  H04L63/0853 ,  H04W12/04 ,  H04W12/06

    Abstract: An apparatus manages universal subscriber identity module (USIM) data in a terminal using a mobile trusted module (MTM). The apparatus includes a mobile information storage unit configured to store at least one key and the USIM data in a protection region, an information security unit configured to protect information stored in a USIM and the terminal using at least one of the USIM data and the key stored in the mobile information storage unit, and a USIM data manager configured to restore at least one of the USIM data and the key stored in the mobile information storage unit to the USIM, and store at least one of USIM data and the key provided from the USIM in the mobile information storage unit.

    Abstract translation: 一种装置使用移动可信模块（MTM）管理终端中的通用用户识别模块（USIM）数据。 该装置包括：移动信息存储单元，被配置为将至少一个密钥和USIM数据存储在保护区域中;信息安全单元，被配置为使用USIM数据和密钥中的至少一个来保护存储在USIM中的信息和终端 存储在移动信息存储单元中的USIM数据管理器，USIM数据管理器被配置为将存储在移动信息存储单元中的USIM数据和密钥中的至少一个恢复到USIM，并存储USIM数据和从 USIM在移动信息存储单元中。

    User device and integrity verification method of the same
    5.
    发明授权
    User device and integrity verification method of the same 有权

    公开(公告)号：US10180842B2

    公开(公告)日：2019-01-15

    申请号：US15068111

    申请日：2016-03-11

    Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

    Inventor： Yong Hyuk Moon

    IPC: G06F9/4401 ,  G06F9/54 ,  G06F21/57

    Abstract: Provided is an integrity verification method for a user device includes verifying integrity of a first verification target on a basis of a first integrity verification scheme during executing a boot-loader, uncompressing a kernel image according to the integrity verification result for the first verification target and verifying integrity of a second verification target on a basis of a second integrity verification scheme while the kernel image is uncompressed, and driving an operating system according to the integrity verification result for the second verification target and verifying integrity of a third verification target on a basis of a third integrity verification scheme while the operating system is driven.

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