Miran Kim

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 34

Top Topics

Logistic Regression

Homomorphic Encryption

Top Venues

IACR Cryptol. ePrint Arch.

Financial Cryptography Workshops

Publications

Magsarjav Bataa, Siwoo Song, Kunsoo Park, Miran Kim, Jung Hee Cheon, Sun Kim
Finding Highly Similar Regions of Genomic Sequences Through Homomorphic Encryption. J. Comput. Biol. 31 (3) (2024)
Miran Kim, Dongwon Lee, Jinyeong Seo, Yongsoo Song
Accelerating HE Operations from Key Decomposition Technique. IACR Cryptol. ePrint Arch. 2023 (2023)
Miran Kim, Dongwon Lee, Jinyeong Seo, Yongsoo Song
Accelerating HE Operations from Key Decomposition Technique. CRYPTO (4) (2023)
Su Wang, Miran Kim, Wentao Li, Xiaoqian Jiang, Han Chen, Arif Ozgun Harmanci
Privacy-aware estimation of relatedness in admixed populations. Briefings Bioinform. 23 (6) (2022)
Miran Kim, Su Wang, Xiaoqian Jiang, Arif Ozgun Harmanci
SVAT: Secure outsourcing of variant annotation and genotype aggregation. BMC Bioinform. 23 (1) (2022)
Su Wang, Miran Kim, Xiaoqian Jiang, Arif Ozgun Harmanci
Evaluation of vicinity-based hidden Markov models for genotype imputation. BMC Bioinform. 23 (1) (2022)
Tsung-Ting Kuo, Xiaoqian Jiang, Haixu Tang, XiaoFeng Wang, Arif Ozgun Harmanci, Miran Kim, Kai W. Post, Diyue Bu, Tyler Bath, Jihoon Kim, Weijie Liu, Hongbo Chen, Lucila Ohno-Machado
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition. J. Am. Medical Informatics Assoc. 29 (12) (2022)
Miran Kim, Xiaoqian Jiang, Kristin E. Lauter, Elkhan Ismayilzada, Shayan Shams
HEAR: Human Action Recognition via Neural Networks on Homomorphically Encrypted Data. CoRR (2021)
Hao Chen, Wei Dai, Miran Kim, Yongsoo Song
Efficient Homomorphic Conversion Between (Ring) LWE Ciphertexts. ACNS (1) (2021)
Hao Chen, Miran Kim, Ilya P. Razenshteyn, Dragos Rotaru, Yongsoo Song, Sameer Wagh
Maliciously Secure Matrix Multiplication with Applications to Private Deep Learning. ASIACRYPT (3) (2020)
Seemeen Karimi, Xiaoqian Jiang, Robert H. Dolin, Miran Kim, Aziz A. Boxwala
A secure system for genomics clinical decision support. J. Biomed. Informatics 112 (2020)
Magsarjav Bataa, Siwoo Song, Kunsoo Park, Miran Kim, Jung Hee Cheon, Sun Kim
Homomorphic Computation of Local Alignment. BIBM (2020)
Hao Chen, Wei Dai, Miran Kim, Yongsoo Song
Efficient Homomorphic Conversion Between (Ring) LWE Ciphertexts. IACR Cryptol. ePrint Arch. 2020 (2020)
Jean Louis Raisaro, Francesco Marino, Juan Ramón Troncoso-Pastoriza, Raphaelle Beau-Lejdstrom, Riccardo Bellazzi, Robert Murphy, Elmer V. Bernstam, Henry Wang, Mauro Bucalo, Yong Chen, Assaf Gottlieb, Arif O. Harmanci, Miran Kim, Yejin Kim, Jeffrey G. Klann, Catherine Klersy, Bradley A. Malin, Marie Méan, Fabian Prasser, Luigia Scudeller, Ali Torkamani, Julien Vaucher, Mamta Puppala, Stephen T. C. Wong, Milana Frenkel-Morgenstern, Hua Xu, Baba Maiyaki Musa, Abdulrazaq G. Habib, Trevor Cohen, Adam B. Wilcox, Hamisu M. Salihu, Heidi Sofia, Xiaoqian Jiang, Jean-Pierre Hubaux
SCOR: A secure international informatics infrastructure to investigate COVID-19. J. Am. Medical Informatics Assoc. 27 (11) (2020)
Hao Chen, Miran Kim, Ilya P. Razenshteyn, Dragos Rotaru, Yongsoo Song, Sameer Wagh
Maliciously Secure Matrix Multiplication with Applications to Private Deep Learning. IACR Cryptol. ePrint Arch. 2020 (2020)
Miran Kim, Junghye Lee, Lucila Ohno-Machado, Xiaoqian Jiang
Secure and Differentially Private Logistic Regression for Horizontally Distributed Data. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Yeongjae Gil, Xiaoqian Jiang, Miran Kim, Junghye Lee
Secure and Differentially Private Bayesian Learning on Distributed Data. CoRR (2020)
Hao Chen, Wei Dai, Miran Kim, Yongsoo Song
Efficient Multi-Key Homomorphic Encryption with Packed Ciphertexts with Application to Oblivious Neural Network Inference. CCS (2019)
Miran Kim, Yongsoo Song, Baiyu Li, Daniele Micciancio
Semi-parallel Logistic Regression for GWAS on Encrypted Data. IACR Cryptol. ePrint Arch. 2019 (2019)
Yichen Jiang, Jenny Hamer, Chenghong Wang, Xiaoqian Jiang, Miran Kim, Yongsoo Song, Yuhou Xia, Noman Mohammed, Md. Nazmus Sadat, Shuang Wang
SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (1) (2019)
Hao Chen, Wei Dai, Miran Kim, Yongsoo Song
Efficient Multi-Key Homomorphic Encryption with Packed Ciphertexts with Application to Oblivious Neural Network Inference. IACR Cryptol. ePrint Arch. 2019 (2019)
Jung Hee Cheon, Kyoohyung Han, Andrey Kim, Miran Kim, Yongsoo Song
Bootstrapping for Approximate Homomorphic Encryption. EUROCRYPT (1) (2018)
Xiaoqian Jiang, Miran Kim, Kristin E. Lauter, Yongsoo Song
Secure Outsourced Matrix Computation and Application to Neural Networks. CCS (2018)
Miran Kim, Yongsoo Song, Shuang Wang, Yuhou Xia, Xiaoqian Jiang
Secure Logistic Regression based on Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2018 (2018)
Jung Hee Cheon, Kyoohyung Han, Andrey Kim, Miran Kim, Yongsoo Song
A Full RNS Variant of Approximate Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2018 (2018)
Jung Hee Cheon, Kyoohyung Han, Andrey Kim, Miran Kim, Yongsoo Song
Bootstrapping for Approximate Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2018 (2018)
Xiaoqian Jiang, Miran Kim, Kristin E. Lauter, Yongsoo Song
Secure Outsourced Matrix Computation and Application to Neural Networks. IACR Cryptol. ePrint Arch. 2018 (2018)
Andrey Kim, Yongsoo Song, Miran Kim, Keewoo Lee, Jung Hee Cheon
Logistic Regression Model Training based on the Approximate Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2018 (2018)
Jung Hee Cheon, Kyoohyung Han, Andrey Kim, Miran Kim, Yongsoo Song
A Full RNS Variant of Approximate Homomorphic Encryption. SAC (2018)
Jung Hee Cheon, Andrey Kim, Miran Kim, Yong Soo Song
Homomorphic Encryption for Arithmetic of Approximate Numbers. ASIACRYPT (1) (2017)
Jung Hee Cheon, Miran Kim, Yong Soo Song
Secure Searching of Biomarkers Using Hybrid Homomorphic Encryption Scheme. IACR Cryptol. ePrint Arch. 2017 (2017)
Shuang Wang, Yuchen Zhang, Wenrui Dai, Kristin E. Lauter, Miran Kim, Yuzhe Richard Tang, Hongkai Xiong, Xiaoqian Jiang
HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS. Bioinform. 32 (2) (2016)
Jung Hee Cheon, Miran Kim, Myungsun Kim
Optimized Search-and-Compute Circuits and Their Application to Query Evaluation on Encrypted Data. IEEE Trans. Inf. Forensics Secur. 11 (1) (2016)
Jung Hee Cheon, Andrey Kim, Miran Kim, Yong Soo Song
Floating-Point Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2016 (2016)
Jung Hee Cheon, Miran Kim, Kristin E. Lauter
Homomorphic Computation of Edit Distance. Financial Cryptography Workshops (2015)
Jung Hee Cheon, Miran Kim, Myungsun Kim
Search-and-Compute on Encrypted Data. Financial Cryptography Workshops (2015)
Miran Kim, Kristin E. Lauter
Private Genome Analysis through Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2015 (2015)
Jung Hee Cheon, Miran Kim, Kristin E. Lauter
Homomorphic Computation of Edit Distance. IACR Cryptol. ePrint Arch. 2015 (2015)
Miran Kim, Kristin E. Lauter
Private genome analysis through homomorphic encryption. BMC Medical Informatics Decis. Mak. (5) (2015)
Jung Hee Cheon, Miran Kim, Myungsun Kim
Search-and-compute on Encrypted Data. IACR Cryptol. ePrint Arch. 2014 (2014)
Miran Kim, Jeff Angermann, George Bebis, Eelke Folmer
ViziCal: accurate energy expenditure prediction for playing exergames. UIST (2013)
Miran Kim
Position in Word Effects Revisited in relation to Stress and Accent Effects. ICPhS (2011)