METHOD AND APPARATUS FOR ANOYMIZING PERSONAL INFORMATION
Disclosed are a method and an apparatus for anonymizing personal information. The apparatus for anonymizing personal information according to one embodiment may include: an encoder configured to generate an input latent vector by extracting a feature of input data; a generator configured to generate...
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Main Authors | , , , , , |
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Format | Patent |
Language | English Korean |
Published |
25.04.2022
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Subjects | |
Online Access | Get full text |
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Summary: | Disclosed are a method and an apparatus for anonymizing personal information. The apparatus for anonymizing personal information according to one embodiment may include: an encoder configured to generate an input latent vector by extracting a feature of input data; a generator configured to generate reconstructed data by demodulating a predetermined content vector based on a style vector generated based on the input latent vector; and a discriminator configured to discriminate genuine data and fake data by receiving the reconstructed data and real data.
개인정보 익명화를 하기 위한 방법 및 장치가 개시된다. 일 실시예에 따른 개인정보 익명화 장치는 입력 데이터의 특징을 추출하여 입력 잠재 벡터(latent vector)를 생성하는 인코딩부(encoder); 입력 잠재 벡터(latent vector)에 기초하여 생성된 스타일 벡터를 기초로 소정의 컨텐츠 벡터를 복조하여 재구성 데이터(reconstructed data)를 생성하는 생성부(generator); 및 재구성 데이터 및 실제 데이터(real data)를 입력 받아 진짜 데이터 및 가짜 데이터를 구분하는 구분부(discriminator)를 포함할 수 있다. |
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Bibliography: | Application Number: KR20200134600 |