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Comparative Study of Adversarial Defenses: Adversarial Training and Regularization in Vision Transformers and CNNsopen access

Dingeto, Hiskias; Kim, Juntae

ArticleIssue Date2024CitationElectronics, v.13, no.13, pp 1 - 14PublisherMDPI AG
SCIESCOPUS
Exploring Cutout and Mixup for Robust Human Activity Recognition on Sensor and Skeleton Dataopen access

Dingeto, Hiskias; Kim, Juntae

ArticleIssue Date2024CitationApplied Sciences, v.14, no.22, pp 1 - 14PublisherMDPI
SCIESCOPUS
Uncertainty-Aware Active Meta-Learning for Few-Shot Text Classificationopen access

Seo, Sanghyun; Dingeto, Hiskias; Kim, Juntae

ArticleIssue Date2025CitationApplied Sciences, v.15, no.7, pp 1 - 19PublisherMDPI
SCIESCOPUS
Universal Adversarial Training Using Auxiliary Conditional Generative Model-Based Adversarial Attack Generationopen access

Dingeto, Hiskias; Kim, Juntae

ArticleIssue Date2023CitationApplied Sciences, v.13, no.15, pp 1 - 17PublisherMDPI
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