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Seoyeon Kim

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Open access Sep 2026

Protocol-Aware Feature-Based Intrusion Detection System for UAVCAN Networks

Uncomplicated application-level vehicular computing and networking (UAVCAN) is a higher-layer protocol built on the controller area network (CAN) bus to support control and status communication among electronic control units in unmanned aerial vehicles. Because CAN provides no native authentication or encryption, UAVCA...

Seoyeon Kim, Hyungchul Im, Jongsoo Choi et al. · 0 citations
Open access Sep 2026

Comparative metabolomic profiling of tissue-specific Korean red pepper (Capsicum annuum L.) powders from Subicho and Bulcolor cultivars

Hot air-dried red peppers are consumed as spices worldwide for their color, flavor, and nutritional value. However, comprehensive metabolomic studies are limited. This study addresses this research gap by investigating metabolite profiles of two Korean red pepper cultivars (Subicho, landrace; and Bulcolor, virus-resi...

Hahyeong Yu, Eunyoung Park, Ji-Ho Lee et al. · 0 citations
Open access Jul 2026

Model and Task-Aware Test-Time Scaling Strategies for Large Language and Vision-Language Models in Medicine: Evaluation Study

Abstract Background Test-time scaling has emerged as a promising method to enhance the reasoning capabilities of large language models (LLMs) and vision-language models (VLMs) during inference without additional training. While foundational studies established scaling paradigms in general domains, their applicability t...

Gyutaek Oh, Seoyeon Kim, Sangjoon Park et al. · 1 citation

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