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Yujin Nam
Yujin Nam
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Year
Hardware architecture of a number theoretic transform for a bootstrappable RNS-based homomorphic encryption scheme
S Kim, K Lee, W Cho, Y Nam, JH Cheon, RA Rutenbar
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020
682020
HEaaN-STAT: a privacy-preserving statistical analysis toolkit for large-scale numerical, ordinal, and categorical data
Y Lee, J Seo, Y Name, J Chae, JH Cheon
IEEE Transactions on Dependable and Secure Computing, 2023
82023
Efficient machine learning on encrypted data using hyperdimensional computing
Y Nam, M Zhou, S Gupta, G De Micheli, R Cammarota, C Wilkerson, ...
2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023
72023
FHEmem: A processing in-memory accelerator for fully homomorphic encryption
M Zhou, Y Nam, P Gangwar, W Xu, A Dutta, C Wilkerson, R Cammarota, ...
IEEE Transactions on Emerging Topics in Computing, 2025
12025
GraSS: Graph-based Similarity Search on Encrypted Query
D Kim, Y Nam, W Wang, H Gong, I Bhati, R Cammarota, TS Rosing, ...
Cryptology ePrint Archive, 2024
12024
Efficient Host Intrusion Detection using Hyperdimensional Computing
Y Nam, R King, Q Burke, M Zhou, P McDaniel, T Rosing
2024 IEEE International Conference on Big Data (BigData), 2645-2652, 2024
2024
UFC: A Unified Accelerator for Fully Homomorphic Encryption
M Zhou, Y Nam, X Wang, Y Lee, C Wilkerson, R Kumar, S Taneja, ...
2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO), 352-365, 2024
2024
MatHE: A Near-Mat Processing In-Memory Accelerator for Fully Homomorphic Encryption
M Zhou, Y Nam, P Gangwar, W Xu, A Dutta, C Wilkerson, R Cammarota, ...
ACM/IEEE Design Automation Conference, 2024
2024
Rhychee-FL: Robust and Efficient Hyperdimensional Federated Learning with Homomorphic Encryption
Y Nam, A Moitra, Y Venkatesha, X Yu, G De Micheli, X Wang, M Zhou, ...
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