Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Iksoo Shin"'
Publikováno v:
IEEE Access, Vol 12, Pp 10242-10253 (2024)
Recently, a novel neural architecture search method, which is referred to as DynamicNAS (Dynamic Neural Architecture Search) in this paper, has shown great potential. Not only can various sizes of models be trained with a single training session thro
Externí odkaz:
https://doaj.org/article/6e7e01cdb18b489c843c9cb57771b16f
Publikováno v:
International Journal of Computational Intelligence Systems, Vol 16, Iss 1, Pp 1-15 (2023)
Abstract Activation functions are essential in deep learning, and the rectified linear unit (ReLU) is the most widely used activation function to solve the vanishing gradient problem. However, owing to the dying ReLU problem and bias shift effect, de
Externí odkaz:
https://doaj.org/article/b9c5a3922f3f47119274805a402cd528
Publikováno v:
Journal of the Institute of Electronics and Information Engineers. 59:29-35
Publikováno v:
Electronics, Vol 10, Iss 567, p 567 (2021)
Electronics
Volume 10
Issue 5
Electronics
Volume 10
Issue 5
To design an efficient deep learning model that can be used in the real-world, it is important to detect out-of-distribution (OOD) data well. Various studies have been conducted to solve the OOD problem. The current state-of-the-art approach uses a c
Publikováno v:
AVI
As security threats rapidly spread all over the world, it is critical that network traffic is monitored and protected from abnormal attacks during 24/7. Even though various security devices (Rep., network intrusion detection system, NIDS) had utilize
Publikováno v:
SMA
As one of the essential elements of deep learning, the rectified linear unit (ReLU) is the most widely used activation function to solve the vanishing gradient problem. However, because of the dying ReLU problem and bias shift effect, deep learning m
Publikováno v:
SMA
To design an efficient deep learning model that can be used in the real world, it is important that out-of-distribution (OOD) data are detected well. To solve this OOD problem, various studies have been conducted. The current state-of-the-art approac
Platform Design and Implementation for Flexible Data Processing and Building ML Models of IDS Alerts
Publikováno v:
AsiaJCIS
Intrusion detection system(IDS) is one of the widely adapted security systems in the world. IDS can detect malicious activities on networks or hosts and raises alerts which should be analysed by security operators. But alerts generated from IDS are t
Autor:
Iksoo SHIN
Publikováno v:
ECS Meeting Abstracts. :3326-3326
Homocysteine (Hcy) is a naturally occurring, sulfur-containing amino acid produced from demethylation of methionine, and an essential amino acid found in both animal and plant proteins. The level of plasma Hcy between 5 and 15 μM is generally consid