Search Results - "Kim, Duhyeong"

Harnessing the potential of shared data in a secure, inclusive, and resilient manner via multi-key homomorphic encryption by Kang, David Ha Eun, Kim, Duhyeong, Song, Yongsoo, Lee, Dongwon, Kwak, Hyesun, Anthony, Brian W.

“…In this manuscript, we develop a multi-party framework tailored for multiple data contributors seeking machine learning insights from combined data sources…”
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Ensemble Method for Privacy-Preserving Logistic Regression Based on Homomorphic Encryption by Cheon, Jung Hee, Kim, Duhyeong, Kim, Yongdai, Song, Yongsoo

“…Homomorphic encryption (HE) is one of promising cryptographic candidates resolving privacy issues in machine learning on sensitive data such as biomedical data…”
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Privacy-preserving approximate GWAS computation based on homomorphic encryption by Kim, Duhyeong, Son, Yongha, Kim, Dongwoo, Kim, Andrey, Hong, Seungwan, Cheon, Jung Hee

“…One of three tasks in a secure genome analysis competition called iDASH 2018 was to develop a solution for privacy-preserving GWAS computation based on…”
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RLizard: Post-Quantum Key Encapsulation Mechanism for IoT Devices by Lee, Joohee, Kim, Duhyeong, Lee, Hyungkyu, Lee, Younho, Cheon, Jung Hee

“…We propose the RLizard key encapsulation mechanism (KEM), whose security depends on the ring learning with errors and ring learning with rounding problems…”
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ON THE SCALED INVERSE OF (x i - x j ) MODULO CYCLOTOMIC POLYNOMIAL OF THE FORM Φ p s (x) OR Φ p s q t (x) by Cheon, Jung Hee, Kim, Dongwoo, Kim, Duhyeong, Lee, Keewoo

“…The scaled inverse of a nonzero element a(x) ∈ ℤ[x]/f(x), where f(x) is an irreducible polynomial over ℤ, is the element b(x) ∈ ℤ[x]/f(x) such that a(x)b(x) =…”
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International effects of quantitative easing and foreign exchange intervention by Kim, Duhyeong

“…A two-country general equilibrium model is developed to study the global consequences of quantitative easing and foreign exchange intervention. The model…”
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Letter to the Editor by Kim, Duhyeong, Moon, Suk Bae

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Essays on Monetary Economics by Kim, Duhyeong

“…My dissertation, which consists of three papers, is devoted to studying the implications of conventional and unconventional monetary policies for inflation,…”
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Letter to the Editor by Han, Sang Beom, Kim, Duhyeong, Moon, Suk Bae

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Probability that the k-gcd of products of positive integers is B-friable by Cheon, Jung Hee, Kim, Duhyeong

“…In 1849, Dirichlet [5] proved that the probability that two positive integers are relatively prime is 1/ζ(2). Later, it was generalized into the case that…”
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Letter to the Editor by Kim, Duhyeong, Moon, Suk Bae

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Homomorphic Encryption as a secure PHM outsourcing solution for small and medium manufacturing enterprise by Kang, Ha Eun David, Kim, Duhyeong, Kim, Sangwoon, Kim, David Donghyun, Cheon, Jung Hee, Anthony, Brian W.

“…•A two-party collaborative framework for privacy-preserving PHM outsourcing is demonstrated.•A privacy-preserving data mining technique called Homomorphic…”
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Ultrafast homomorphic encryption models enable secure outsourcing of genotype imputation by Kim, Miran, Harmanci, Arif Ozgun, Bossuat, Jean-Philippe, Carpov, Sergiu, Cheon, Jung Hee, Chillotti, Ilaria, Cho, Wonhee, Froelicher, David, Gama, Nicolas, Georgieva, Mariya, Hong, Seungwan, Hubaux, Jean-Pierre, Kim, Duhyeong, Lauter, Kristin, Ma, Yiping, Ohno-Machado, Lucila, Sofia, Heidi, Son, Yongha, Song, Yongsoo, Troncoso-Pastoriza, Juan, Jiang, Xiaoqian

“…Genotype imputation is a fundamental step in genomic data analysis, where missing variant genotypes are predicted using the existing genotypes of nearby "tag"…”
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Letter to the Editor by Han, Sang Beom, Kim, Duhyeong, Moon, Suk Bae

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On the Scaled Inverse of $(x^i-x^j)$ modulo Cyclotomic Polynomial of the form $\Phi_{p^s}(x)$ or $\Phi_{p^s q^t}(x) by Cheon, Jung Hee, Kim, Dongwoo, Kim, Duhyeong, Lee, Keewoo

“…The scaled inverse of a nonzero element $a(x)\in \mathbb{Z}[x]/f(x)$, where $f(x)$ is an irreducible polynomial over $\mathbb{Z}$, is the element $b(x)\in…”
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