Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning. - Youngjoon Yu; Hong Joo Lee 001; Byeong Cheon Kim; Jung Uk Kim; Yong Man Ro (CoRR, 2020)

Towards Robust Training of Multi-Sensor Data Fusion Network Against Adversarial Examples in Semantic Segmentation. - Youngjoon Yu; Hong Joo Lee 001; Byeong Cheon Kim; Jung Uk Kim; Yong Man Ro (ICASSP, 2021)

Robust Decision-Based Black-Box Adversarial Attack via Coarse-To-Fine Random Search. - Byeong Cheon Kim; Youngjoon Yu; Yong Man Ro (ICIP, 2021)

Defending Physical Adversarial Attack on Object Detection via Adversarial Patch-Feature Energy. - Taeheon Kim; Youngjoon Yu; Yong Man Ro (ACM Multimedia, 2022)

Defending Against Person Hiding Adversarial Patch Attack with a Universal White Frame. - Youngjoon Yu; Hong Joo Lee 001; Hakmin Lee; Yong Man Ro (CoRR, 2022)

Meta Input: How to Leverage Off-the-Shelf Deep Neural Networks. - Minsu Kim 001; Youngjoon Yu; Sungjune Park; Yong Man Ro (CoRR, 2022)

Defending Person Detection Against Adversarial Patch Attack by Using Universal Defensive Frame. - Youngjoon Yu; Hong Joo Lee 001; Hakmin Lee; Yong Man Ro (IEEE Trans. Image Process., 2022)

Multispectral Invisible Coating: Laminated Visible-Thermal Physical Attack against Multispectral Object Detectors Using Transparent Low-E Films. - Taeheon Kim; Youngjoon Yu; Yong Man Ro (AAAI, 2023)

Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection. - Taeheon Kim; Sebin Shin; Youngjoon Yu; Hak Gu Kim; Yong Man Ro (CVPR, 2024)

SPARK: Multi-Vision Sensor Perception and Reasoning Benchmark for Large-scale Vision-Language Models. - Youngjoon Yu; Sangyun Chung; Byung-Kwan Lee; Yong Man Ro (CoRR, 2024)

Revisiting Misalignment in Multispectral Pedestrian Detection: A Language-Driven Approach for Cross-modal Alignment Fusion. - Taeheon Kim; Sangyun Chung; Youngjoon Yu; Yong Man Ro (CoRR, 2024)

Are Vision-Language Models Truly Understanding Multi-vision Sensor? - Sangyun Chung; Youngjoon Yu; Youngchae Chee; Se Yeon Kim; Byung-Kwan Lee; Yong Man Ro (CoRR, 2024)

Like it, buy it? Examining the role of bookmarking in the mediation of visual appeal and purchase intent from a dual-system perspective. - Youngjoon Yu; Jae-Hyeon Ahn; Dongyeon Kim; Kyuhong Park (Ind. Manag. Data Syst., 2024)

Advancing Adversarial Training by Injecting Booster Signal. - Hong Joo Lee 001; Youngjoon Yu; Yong Man Ro (IEEE Trans. Neural Networks Learn. Syst., 2024)

MSCoTDet: Language-Driven Multi-Modal Fusion for Improved Multispectral Pedestrian Detection. - Taeheon Kim; Sangyun Chung; Damin Yeom; Youngjoon Yu; Hak Gu Kim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2025)

Advancing Causal Intervention in Image Captioning With Causal Prompt. - Youngjoon Yu; Yeonju Kim; Yong Man Ro (IEEE Trans. Neural Networks Learn. Syst., 2025)