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pro vyhledávání: '"Lee, JooWon"'
In this paper, we propose a method to encrypt linear dynamic controllers that enables an unlimited number of recursive homomorphic multiplications on a Ring Learning With Errors (Ring-LWE) based cryptosystem without bootstrapping. Unlike LWE based sc
Externí odkaz:
http://arxiv.org/abs/2406.14372
When it comes to a personalized item recommendation system, It is essential to extract users' preferences and purchasing patterns. Assuming that users in the real world form a cluster and there is common favoritism in each cluster, in this work, we i
Externí odkaz:
http://arxiv.org/abs/2404.17598
Anomaly detection is a protocol that detects integrity attacks on control systems by comparing the residue signal with a threshold. Implementing anomaly detection on encrypted control systems has been a challenge because it is hard to detect an anoma
Externí odkaz:
http://arxiv.org/abs/2404.02574
Publikováno v:
Neural Information Processing Systems 2023
Supervised matrix factorization (SMF) is a classical machine learning method that simultaneously seeks feature extraction and classification tasks, which are not necessarily a priori aligned objectives. Our goal is to use SMF to learn low-rank latent
Externí odkaz:
http://arxiv.org/abs/2311.11182
In this paper, we present a method to encrypt dynamic controllers that can be implemented through most homomorphic encryption schemes, including somewhat, leveled fully, and fully homomorphic encryption. To this end, we represent the output of the gi
Externí odkaz:
http://arxiv.org/abs/2307.03451
Supervised dictionary learning (SDL) is a classical machine learning method that simultaneously seeks feature extraction and classification tasks, which are not necessarily a priori aligned objectives. The goal of SDL is to learn a class-discriminati
Externí odkaz:
http://arxiv.org/abs/2206.06774
Autor:
Lee, Joowon, Song, Mi Kyoung, Lee, Sang-Yun, Kim, Gi Beom, Bae, Eun Jung, Kwon, Hye Won, Cho, Sungkyu, Kwak, Jae Gun, Kim, Woong-Han, Lee, Whal
Publikováno v:
In International Journal of Cardiology Congenital Heart Disease June 2024 16
Akademický článek
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Publikováno v:
In The Asian Journal of Shipping and Logistics June 2023 39(2):78-93
Akademický článek
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