Ho Bae

According to our database, Ho Bae authored at least 21 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Evaluation of Malware Classification Models for Heterogeneous Data.

Ho Bae

Sensors, 2024

DAFA: Distance-Aware Fair Adversarial Training.

Hyungyu Lee, Saehyung Lee, Hyemi Jang, Junsung Park, Ho Bae, Sungroh Yoon

CoRR, 2024

2023

PixelSteganalysis: Pixel-Wise Hidden Information Removal With Low Visual Degradation.

Dahuin Jung, Ho Bae, Hyun-Soo Choi, Sungroh Yoon

IEEE Trans. Dependable Secur. Comput., 2023

Exploring Clustered Federated Learning's Vulnerability against Property Inference Attack.

Hyunjun Kim, Yungi Cho, Younghan Lee, Ho Bae, Yunheung Paek

Proceedings of the 26th International Symposium on Research in Attacks, 2023

PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising.

Hyemi Jang, Junsung Park, Dahuin Jung, Jaihyun Lew, Ho Bae, Sungroh Yoon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

New Insights for the Stability-Plasticity Dilemma in Online Continual Learning.

Dahuin Jung, Dongjin Lee, Sunwon Hong, Hyemi Jang, Ho Bae, Sungroh Yoon

Proceedings of the Eleventh International Conference on Learning Representations, 2023

FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models.

Younghan Lee, Yungi Cho, Woorim Han, Ho Bae, Yunheung Paek

Proceedings of the Computer Security - ESORICS 2023, 2023

Privacy-Preserving Publishing of Individual-Level Medical Data for Cloud Services.

Ho Bae, Heonseok Ha, Siwon Kim

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Data Embedding Scheme for Efficient Program Behavior Modeling With Neural Networks.

Sunwoo Ahn, Hayoon Yi, Ho Bae, Sungroh Yoon, Yunheung Paek

IEEE Trans. Emerg. Top. Comput. Intell., 2022

DNA Privacy: Analyzing Malicious DNA Sequences Using Deep Neural Networks.

Ho Bae, Seonwoo Min, Hyun-Soo Choi, Sungroh Yoon

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Membership Privacy-Preserving GAN.

Heonseok Ha, Uiwon Hwang, Jaehee Jang, Ho Bae, Sungroh Yoon

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Learn2Evade: Learning-Based Generative Model for Evading PDF Malware Classifiers.

Ho Bae, Younghan Lee, Yohan Kim, Uiwon Hwang, Sungroh Yoon, Yunheung Paek

IEEE Trans. Artif. Intell., 2021

Gradient Masking of Label Smoothing in Adversarial Robustness.

Hyungyu Lee, Ho Bae, Sungroh Yoon

IEEE Access, 2021

2020

Anomaly Detection by Learning Dynamics From a Graph.

Jaekoo Lee, Ho Bae, Sungroh Yoon

IEEE Access, 2020

AnomiGAN: Generative Adversarial Networks for Anonymizing Private Medical Data.

Ho Bae, Dahuin Jung, Hyun-Soo Choi, Sungroh Yoon

Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

2019

AnomiGAN: Generative adversarial networks for anonymizing private medical data.

Ho Bae, Dahuin Jung, Sungroh Yoon

CoRR, 2019

Comprehensive ensemble in QSAR prediction for drug discovery.

Sunyoung Kwon, Ho Bae, Jeonghee Jo, Sungroh Yoon

BMC Bioinform., 2019

Learning-Based Instantaneous Drowsiness Detection Using Wired and Wireless Electroencephalography.

Hyun-Soo Choi, Seonwoo Min, Siwon Kim, Ho Bae, Jee Eun Yoon, Inha Hwang, Dana Oh, Chang-Ho Yun, Sungroh Yoon

IEEE Access, 2019

DNA Steganalysis Using Deep Recurrent Neural Networks.

Ho Bae, Byunghan Lee, Sunyoung Kwon, Sungroh Yoon

Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019

2018

Security and Privacy Issues in Deep Learning.

Ho Bae, Jaehee Jang, Dahuin Jung, Hyemi Jang, Heonseok Ha, Sungroh Yoon

CoRR, 2018

Quantized Memory-Augmented Neural Networks.

Seongsik Park, Sei Joon Kim, Seil Lee, Ho Bae, Sungroh Yoon

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018