Digital Library
Search: "[ keyword: Malware ]" (10)
A Study on the Malicious Web Page Detection Systems using Real-Time Behavior Analysis
I Cksun Kong , Jae Ik Cho , Tae Shik Son , Jong Sub Moon The KIPS Transactions:PartC,
Vol. 19, No. 3, pp. 185-190,
Jun.
2012
10.3745/KIPSTC.2012.19.3.185
Packed PE File Detection for Malware Forensics
Seung Won Han , Sang Jin Lee The KIPS Transactions:PartC,
Vol. 16, No. 5, pp. 555-562,
Oct.
2009
10.3745/KIPSTC.2009.16.5.555
Windows Malware Family Dataset Construction and Classification
Kim Tae Young, Doo Seop Choi, Eul Gyu Im The Transactions of the Korea Information Processing Society,
Vol. 14, No. 9, pp. 651-661,
Sep.
2025
https://doi.org/10.3745/TKIPS.2025.14.9.651
Keywords: Windows Malware, Family Classification, Dataset Construction, Static and Dynamic analysis, Hybrid Approach
Keywords: Windows Malware, Family Classification, Dataset Construction, Static and Dynamic analysis, Hybrid Approach
An Android Malware Detection Technique Using Gaussian Mixture Model Clustering
Seung Min Lee, Seok Hyun Ahn, Seong-Je Cho, Dong Jae Kim, Young Sup Hwang The Transactions of the Korea Information Processing Society,
Vol. 14, No. 5, pp. 352-362,
May.
2025
https://doi.org/10.3745/TKIPS.2025.14.5.352
Keywords: Android Malware, Concept Drift, Gaussian mixture model, clustering, Area under Time
Keywords: Android Malware, Concept Drift, Gaussian mixture model, clustering, Area under Time
A Study on the Cerber-Type Ransomware Detection Model Using Opcode and API Frequency and Correlation Coefficient
Gye-Hyeok Lee, Min-Chae Hwang, Dong-Yeop Hyun, Young-In Ku, Dong-Young Yoo KIPS Transactions on Computer and Communication Systems,
Vol. 11, No. 10, pp. 363-372,
Oct.
2022
https://doi.org/10.3745/KTCCS.2022.11.10.363
Keywords: Ransomware, Cerber, opcode, API, Malware, Machine-Learning, Detection
Keywords: Ransomware, Cerber, opcode, API, Malware, Machine-Learning, Detection
A Study on the Image-Based Malware Classification System that Combines Image Preprocessing and Ensemble Techniques for High Accuracy
Kim Hae Soo, Kim Mi Hui KIPS Transactions on Computer and Communication Systems,
Vol. 11, No. 7, pp. 225-232,
Jul.
2022
https://doi.org/10.3745/KTCCS.2022.11.7.225
Keywords: Malware, Deep Learning, Image Preprocessing, Ensemble
Keywords: Malware, Deep Learning, Image Preprocessing, Ensemble
Distributed Processing System Design and Implementation for Feature Extraction from Large-Scale Malicious Code
Hyunjong Lee, Seongyul Euh, Doosung Hwang KIPS Transactions on Computer and Communication Systems,
Vol. 8, No. 2, pp. 35-40,
Feb.
2019
https://doi.org/10.3745/KTCCS.2019.8.2.35
Keywords: Distributed Processing System, Malware detection, feature extraction, Machine Learning
Keywords: Distributed Processing System, Malware detection, feature extraction, Machine Learning
Study on DNN Based Android Malware Detection Method for Mobile Environment
Jinhyun Yu, In Hyuk Seo, Seungjoo Kim KIPS Transactions on Computer and Communication Systems,
Vol. 6, No. 3, pp. 159-168,
Mar.
2017
10.3745/KTCCS.2017.6.3.159
Keywords: Smartphone, Android, Malware Detection, Deep Learning
Keywords: Smartphone, Android, Malware Detection, Deep Learning
A Research of Anomaly Detection Method in MS Office Document
Sung Hye Cho, Sang Jin Lee KIPS Transactions on Computer and Communication Systems,
Vol. 6, No. 2, pp. 87-94,
Feb.
2017
10.3745/KTCCS.2017.6.2.87
Keywords: MS office, Anomaly Detection, Compound File Binary Format, Forensic
Keywords: MS office, Anomaly Detection, Compound File Binary Format, Forensic
Feature Selection with PCA based on DNS Query for Malicious Domain Classification
KIPS Transactions on Computer and Communication Systems,
Vol. 1, No. 1, pp. 55-60,
Oct.
2012
10.3745/KTCCS.2012.1.1.55