Zobrazeno 1 - 10
of 183
pro vyhledávání: '"Kyung-Hyune Rhee"'
Publikováno v:
Mathematical Biosciences and Engineering, Vol 20, Iss 6, Pp 10725-10740 (2023)
Federated learning (FL) is a distributed machine learning technique that allows multiple devices (e.g., smartphones and IoT devices) to collaborate in the training of a shared model with each device preserving the privacy of its local data. However,
Externí odkaz:
https://doaj.org/article/692ed348e8564c0c9c273ab05a43d96b
Publikováno v:
IEEE Access, Vol 11, Pp 133394-133412 (2023)
Federated learning (FL) is a privacy-preserving approach in Artificial Intelligence (AI) that involves exchanging intermediate training parameters instead of raw data, thereby avoiding privacy breaches and promoting effective data collaboration. Howe
Externí odkaz:
https://doaj.org/article/f49a15521d2e47789d1c480e113498e6
Publikováno v:
Frontiers in Public Health, Vol 11 (2023)
Externí odkaz:
https://doaj.org/article/e1ec97fcebf84155bf521fff3f95e820
Autor:
Sandi Rahmadika, Kyung-Hyune Rhee
Publikováno v:
IEEE Access, Vol 9, Pp 65293-65307 (2021)
Smart contracts (SCs) and collaborative learning (CL) are disclosed publicly, in which most transactions and activities that occur by the parties can be bared in real-time. Both are strengthened in a decentralized manner. CL allows numerous clients t
Externí odkaz:
https://doaj.org/article/c2395259c7974642bdadec01bd1c1dd5
Publikováno v:
IEEE Access, Vol 7, Pp 94497-94507 (2019)
Intrusion detection systems (IDSs) play a pivotal role in computer security by discovering and repealing malicious activities in computer networks. Anomaly-based IDS, in particular, rely on classification models trained using historical data to disco
Externí odkaz:
https://doaj.org/article/812897612805417fb9b13233fddcd532
Publikováno v:
IEEE Access, Vol 6, Pp 26578-26587 (2018)
At present, there is a considerable increase in the amount of data stored in storage services, along with dramatic evolution of networking techniques. In storage services with huge data, the storage servers may want to reduce the volume of stored dat
Externí odkaz:
https://doaj.org/article/2c7968915a234ebc924fc78c351d1ee1
Publikováno v:
Sensors, Vol 21, Iss 7, p 2410 (2021)
The emergence of the Internet of Vehicles (IoV) aims to facilitate the next generation of intelligent transportation system (ITS) applications by combining smart vehicles and the internet to improve traffic safety and efficiency. On the other hand, m
Externí odkaz:
https://doaj.org/article/38407eb2b1cc405ea40d5ce8c9918192
Autor:
Muhammad Firdaus, Kyung-Hyune Rhee
Publikováno v:
Applied Sciences, Vol 11, Iss 1, p 414 (2021)
The conventional architecture of vehicular ad hoc networks (VANETs) with a centralized approach has difficulty overcoming the increasing complexity of intelligent transportation system (ITS) applications as well as challenges in providing large amoun
Externí odkaz:
https://doaj.org/article/1da5e9f0e13c43c1b40053a687dd1e5e
Autor:
Sandi Rahmadika, Kyung-Hyune Rhee
Publikováno v:
International Journal of Engineering Business Management, Vol 10 (2018)
The personal health information (PHI) is an activity among the health-care providers and the patients in terms of managing the data which is sensitive to the parties. The PHI data have been maintained by multiple health-care providers, thus resulting
Externí odkaz:
https://doaj.org/article/458ffa000986465ba8657a5109f8bbb1
Publikováno v:
Sensors, Vol 18, Iss 10, p 3577 (2018)
Internet of Things (IoT)-based devices, especially those used for home automation, consist of their own sensors and generate many logs during a process. Enterprises producing IoT devices convert these log data into more useful data through secondary
Externí odkaz:
https://doaj.org/article/f19be01acc4d42fd9bc1f651f23f71dd