@article{ART003179044},
author={Lee, Hyung Woo},
title={Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2025},
volume={11},
number={1},
pages={107-114}
TY - JOUR
AU - Lee, Hyung Woo
TI - Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File
JO - Journal of Internet of Things and Convergence
PY - 2025
VL - 11
IS - 1
PB - The Korea Internet of Things Society
SP - 107
EP - 114
SN - 2466-0078
AB - In this paper, we designed and implemented a system that applies machine learning techniques to automatically detect malicious macro information embedded in MS Office files. When an MS Office file contains macro functionality, it may perform abnormal actions on the user’s system, potentially leading to the leakage of sensitive personal information stored within the system. Therefore, a system is needed to automatically detect malicious scripts embedded in MS Office files and verify any tampering. To achieve this, this study applies supervised and unsupervised learning-based machine learning models to design and implement an automatic detection system for determining whether an MS Office file contains malicious macro data. Experimental results demonstrate that the proposed system provides improved detection performance compared to existing methods, ensuring a safer environment for the use of MS Office files.
KW - MS Office Macro File;Malicious Code;Machine Learning;Auto-Detection System;Supervised/Unsupervised Learning Model
DO -
UR -
ER -
Lee, Hyung Woo. (2025). Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File. Journal of Internet of Things and Convergence, 11(1), 107-114.
Lee, Hyung Woo. 2025, "Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File", Journal of Internet of Things and Convergence, vol.11, no.1 pp.107-114.
Lee, Hyung Woo "Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File" Journal of Internet of Things and Convergence 11.1 pp.107-114 (2025) : 107.
Lee, Hyung Woo. Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File. 2025; 11(1), 107-114.
Lee, Hyung Woo. "Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File" Journal of Internet of Things and Convergence 11, no.1 (2025) : 107-114.
Lee, Hyung Woo. Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File. Journal of Internet of Things and Convergence, 11(1), 107-114.
Lee, Hyung Woo. Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File. Journal of Internet of Things and Convergence. 2025; 11(1) 107-114.
Lee, Hyung Woo. Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File. 2025; 11(1), 107-114.
Lee, Hyung Woo. "Design and Implementation of an Automatic Detection Mechanism for Malicious Information Based on Macro Data in MS-Office File" Journal of Internet of Things and Convergence 11, no.1 (2025) : 107-114.
