239 citations · 418 across the 38 of their papers we have counts for
5 papers · 1 filter
Construction of Protograph-Based Partially Doped Generalized LDPC Codes
Jaewha Kim, Jae-Won Kim, Hee-Youl Kwak +1
A generalized low-density parity-check (GLDPC) code is a class of codes, where single parity check nodes in a conventional low-density parity-check (LDPC) code are replaced by line…
Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network
Joon-Woo Lee, HyungChul Kang, Yongwoo Lee +8
Fully homomorphic encryption (FHE) is one of the prospective tools for privacypreserving machine learning (PPML), and several PPML models have been proposed based on various FHE sc…
Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data
Junghyun Lee, Eunsang Lee, Joon-Woo Lee +3
Homomorphic encryption is one of the representative solutions to privacy-preserving machine learning (PPML) classification enabling the server to classify private data of clients w…
Weakly Private Information Retrieval Under Rényi Divergence
Jun-Woo Tak, Sang-Hyo Kim, Yongjune Kim +1
Private information retrieval (PIR) is a protocol that guarantees the privacy of a user who is in communication with databases. The user wants to download one of the messages store…
Iterative DNA Coding Scheme With GC Balance and Run-Length Constraints Using a Greedy Algorithm
Seong-Joon Park, Yongwoo Lee, Jong-Seon No
In this paper, we propose a novel iterative encoding algorithm for DNA storage to satisfy both the GC balance and run-length constraints using a greedy algorithm. DNA strands with…