Seungwan Hong

Seungwan Hong

Postdoc in NYGC and Columbia University

Publications

Authors are listed in alphabetical order by last name (see AMS statemeent), unless an asterisk(*) is indicated. Co-corresponding authorship is indicated by #.

Conference

  1. [HHCP19] “Logistic Regression on Homomorphic Encrypted Data at Scale”
    *Kyoohyung Han, Seungwan Hong, Jung Hee Cheon, and Daejun Park
    Innovative Applications of Artificial Intelligence (IAAI), 2019.

Journal

  1. [HCJG24] “Privacy-preserving model evaluation for logistic and linear regression using homomorphically encrypted genotype data”
    *Seungwan Hong, *Yoolim A. Choi, Daniel S. Joo, and Gamze Gürsoy
    Journal of Biomedical Informatics, 2024.

  2. [HPC+22] “Secure Multi-Label Tumor Classification Using Homomorphic Encryption.”
    *Seungwan Hong, Jai Hyun Park, Wonhee Cho, Hyeongmin Choe, and Jung Hee Cheon
    BMC Genomics, 2022.

  3. [KHB+20] “Ultra-Fast Homomorphic Encryption Models enable Secure Outsourcing of Genotype Imputation”
    *Miran Kim, *Arif Harmanci, Jean-Philippe Bossuat, Sergiu Carpov, Jung Hee Cheon, Ilaria Chillotti, Wonhee Cho, David Froelicher, Nicolas Gama, Mariya Georgieva, Seungwan Hong, Jean-Pierre Hubaux, Duhyeong Kim, Kristin Lauter, Yiping Ma, Lucila Ohno-Machado, Heidi Sofia, Yongha Son, Yongsoo Song, Juan Troncoso-Pastoriza, and Xiaoqian Jiang
    Cell Systems, 2021.

  4. [HKC+21] “Efficient Sorting of Homomorphic Encrypted Data with k-way Sorting Network”
    *Seungwan Hong, Seunghong Kim, Jiheon Choi, Younho Lee, and Jung Hee Cheon
    IEEE Transactions on Information Forensics and Security, 2021.

  5. [KSK+20] “Privacy-preserving Approximate GWAS computation based on Homomorphic Encryption”
    *Duhyeong Kim, Yongha Son, Dongwoo Kim, Andrey Kim, Seungwan Hong, and Jung Hee Cheon
    BMC Medical Genomics, 2020.

  6. [CHHS19] “A Hybrid of Dual and Meet-in-the-Middle Attack on Sparse and Ternary Secret LWE”
    Jung Hee Cheon, Minki Hhan, Seungwan Hong, and Yongha Son
    IEEE Access, 2019.

  7. [PKS+19] “A secure SNP panel scheme using homomorphically encrypted K-mers without SNP calling on the user side”
    *Sungjoon Park, Minsu Kim, Seokjun Seo, Seungwan Hong, Kyoohyung Han, Keewoo Lee, Jung Hee Cheon, and Sun Kim
    BMC Genomics, 2019.

Preprints

  1. [BKH+24] “Ultra-secure storage and analysis of genetic data for the advancement of precision medicine”
    *Jacob Blindenbach, *Jiayi Kang*, *Seungwan Hong#, Caline Karam, Thomas Lehner, and Gamze Gürsoy#
    Biorxiv

  2. [CHK20] “Remark on the Security of CKKS Scheme in Practice.”
    Jung Hee Cheon, Seungwan Hong, and Duhyeong Kim
    IACR Cryptol. ePrint. Arch.