Search Results for author: Byeong Cheon Kim

Found 2 papers, 0 papers with code

Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning

no code implementations22 May 2020 Youngjoon Yu, Hong Joo Lee, Byeong Cheon Kim, Jung Uk Kim, Yong Man Ro

The success of multimodal data fusion in deep learning appears to be attributed to the use of complementary in-formation between multiple input data.

Adversarial Attack Adversarial Robustness +1

Revisiting Role of Autoencoders in Adversarial Settings

no code implementations21 May 2020 Byeong Cheon Kim, Jung Uk Kim, Hakmin Lee, Yong Man Ro

Through the comprehensive experimental results and analysis, this paper presents the inherent property of adversarial robustness in the autoencoders.

Adversarial Defense Adversarial Robustness +1

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