Privacy-preserving approximate query processing with differentially private generative models

J Ock, T Lee, S Kim - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
The increasing importance of data-driven decision-making across various sectors, coupled
with the need for efficient large-scale data analysis while upholding privacy, prompts our …

Poster: Exploring synthetic data generation for anomaly detection in the 5G nwdaf architecture

J Ock, H No, S Kim - 2023 IEEE 43rd International Conference …, 2023 - ieeexplore.ieee.org
The transition of paradigm from non-standalone to standalone mode in 5G network creates
an opportunity to utilize innovative machine learning and AI-based technology for network …

A Study on Improving Data Poisoning Attack Detection against Network Data Analytics Function in 5G Mobile Edge Computing

J Ock, H No, Y Lim, S Kim - Journal of the Korea Institute of …, 2023 - koreascience.kr
As mobile edge computing (MEC) is gaining attention as a core technology of 5G networks,
edge AI technology of 5G network environment based on mobile user data is recently being …

A Comparative Analysis of Rust-Based SGX Frameworks: Implications for Building SGX Applications

H Shin, J Ock, H No, S Kim - International Conference on Information …, 2023 - Springer
The widespread adoption of Intel Software Guard Extensions (SGX) technology has garnered
significant attention, primarily owing to its robust hardware-based data-in-use protection. …

Efficient Poisoning Attack Defense Techniques Based on Data Augmentation

SE Jeon, JW Ock, MJ Kim, SR Hong… - Convergence Security …, 2022 - koreascience.kr
Recently, the image processing industry has been activated as deep learning-based technology
is introduced in the image recognition and detection field. With the development of deep …

A study on the development of the problem improvement directions in enhancing BIM data interoperability through IFC

JW Kim, JH Ock - Korean Journal of Construction Engineering and …, 2009 - koreascience.kr
Construction industries have increasingly utilized Building information Modeling (BIM)
technologies. Interoperability-the capability for BIM data to run from one computer application to …

[HTML][HTML] Comparison of tumor microenvironments between primary tumors and lymph node metastases in head and neck squamous cell carcinoma and their …

…, JS Ahn, M Kang, G Park, Y Lim, S Hwang, CY Ock… - Cells, 2024 - mdpi.com
The relationship between tumor microenvironments (TMEs) of regional lymph node
metastases (LNMs) and primary tumors in head and neck squamous cell carcinoma (HNSCC) …

Clinicopathologic implications of immune classification by PD-L1 expression and CD8-positive tumor-infiltrating lymphocytes in stage II and III gastric cancer patients

J Koh, CY Ock, JW Kim, SK Nam, Y Kwak, S Yun… - …, 2017 - pmc.ncbi.nlm.nih.gov
We co-assessed PD-L1 expression and CD8+ tumor-infiltrating lymphocytes in gastric cancer
(GC), and categorized into 4 microenvironment immune types. Immunohistochemistry (PD-…

A Study on the Development of the Problem Improvement Directions in Enhancing 3D BIM Data Interoperability through IFC

JW Kim, MC Lee, JM Choi, JH Ock - Korean Journal of …, 2009 - koreascience.kr
Construction industries have increasingly utilized Building information Modeling (BIM)
technologies. Interoperability-the capability for BIM data to run from one computer application to …

[PDF][PDF] Sun Young JUNG, Su Jin YOO, Ji Young SHIN, Ji Won PARK, Jeong Eun LEE, Hee Sun PARK, Ju Ock KIM

SY KIM - Citeseer
Background and objective Pemetrexed have been approved for the treatment of patients
affected by advanced non-small cell lung cancner (NSCLC) in progression after first-line …