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    Chapter and Conference Paper

    Principal Component Analysis over the Boolean Circuit Within TFHE Scheme

    In today’s information-driven world, the need to protect personal data while maintaining efficient data processing capabilities is crucial. Homomorphic Encryption (HE) has emerged as a potential solution, allo...

    Hyun Jung Doh, Joon Soo Yoo, Mi Yeon Hong in Information Security Applications (2024)

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    Chapter and Conference Paper

    Model Selection for Data Analysis in Encrypted Domain: Application to Simple Linear Regression

    In the big data era, data scientists explore machine learning methods for observed data to predict or classify. For machine learining to be effective, it requires access to raw data which is often privacy sens...

    Mi Yeon Hong, Ji Won Yoon in Information Security Applications (2020)