Early Detection of Network Intrusions Using a GAN-Based One-Class Classifier
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3221400
Abstract: Early detection of network intrusions is a very important factor in network security. However, most studies of network intrusion detection systems utilize features for full sessions, making it difficult to detect intrusions before a session… read more here.
Keywords: network; detection network; detection; network intrusions ... See more keywords
PWM Plus Phase-Shift-Modulated Three-Port Three-Level Soft-Switching Converter Using GaN Switches for Photovoltaic Applications
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Journal of Emerging and Selected Topics in Power Electronics"
DOI: 10.1109/jestpe.2019.2904243
Abstract: Gallium nitride (GaN) high-electron mobility transistors (HEMTs) are a promising technology for high-efficiency and high-power density applications. In this paper, a stacked three-port three-level converter (STPTLC) using GaN switches is proposed for interfacing the renewable… read more here.
Keywords: converter; using gan; phase shift; gan switches ... See more keywords
Enhancing Small Medical Dataset Classification Performance Using GAN
Sign Up to like & getrecommendations! Published in 2023 at "Informatics"
DOI: 10.3390/informatics10010028
Abstract: Developing an effective classification model in the medical field is challenging due to limited datasets. To address this issue, this study proposes using a generative adversarial network (GAN) as a data-augmentation technique. The research aims… read more here.
Keywords: performance; classification; enhancing small; small medical ... See more keywords