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Department of Cyber Security
College of Computing and Informatics
Ajou University
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Towards a practical usage for the Sleuth Kit supporting file system add-ons
Shin, Yeonghun;
Shon, Taeshik
2024-09-01
Forensic Science International: Digital Investigation, Vol.50
Elsevier Ltd
SaRLog: Semantic-Aware Robust Log Anomaly Detection via BERT-Augmented Contrastive Learning
oa mark
Jilcha, Lelisa Adeba;
Kim, Deuk Hun;
Kwak, Jin
2024-07-01
IEEE Internet of Things Journal, Vol.11, pp.23727-23736
Institute of Electrical and Electronics Engineers Inc.
Digital Forensics for Analyzing Cyber Threats in the XR Technology Ecosystem within Digital Twins
oa mark
Oh, Subin;
Shon, Taeshik
2024-07-01
Electronics (Switzerland), Vol.13
Multidisciplinary Digital Publishing Institute (MDPI)
Forensic Analysis for Cybersecurity of Smart Home Environments with Smart Wallpads
oa mark
Kim, Sungbum;
Bang, Jewan;
Shon, Taeshik
2024-07-01
Electronics (Switzerland), Vol.13
Multidisciplinary Digital Publishing Institute (MDPI)
Enhanced Encrypted Traffic Analysis Leveraging Graph Neural Networks and Optimized Feature Dimensionality Reduction
oa mark
Jung, In Su;
Song, Yu Rae;
Jilcha, Lelisa Adeba;
Kim, Deuk Hun;
Im, Sun Young;
Shim, Shin Woo;
Kim, Young Hwan;
Kwak, Jin
2024-06-01
Symmetry, Vol.16
Multidisciplinary Digital Publishing Institute (MDPI)
Two-Phase Industrial Control System Anomaly Detection Using Communication Patterns and Deep Learning
oa mark
Kim, Sungjin;
Jo, Wooyeon;
Kim, Hyunjin;
Choi, Seokmin;
Jung, Da I.;
Choi, Hyeonho;
Shon, Taeshik
2024-04-01
Electronics (Switzerland), Vol.13
Multidisciplinary Digital Publishing Institute (MDPI)
An Effective Anomaly Detection Approach based on Hybrid Unsupervised Learning Technologies in NIDS
oa mark
Kim, Kangseok
2024-02-29
KSII Transactions on Internet and Information Systems, Vol.18, pp.494-510
Korean Society for Internet Information
Design of an Efficient and Provable Secure Key Exchange Protocol for HTTP Cookies
oa mark
Akram, Waseem;
Mahmood, Khalid;
ul Haq, Hafiz Burhan;
Asif, Muhammad;
Chaudhry, Shehzad Ashraf;
Shon, Taeshik
2024-01-01
Computers, Materials and Continua, Vol.80, pp.263-280
Tech Science Press
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset
oa mark
Yin, Yuhua;
Jang-Jaccard, Julian;
Xu, Wen;
Singh, Amardeep;
Zhu, Jinting;
Sabrina, Fariza;
Kwak, Jin
2023-12-01
Journal of Big Data, Vol.10
Springer Science and Business Media Deutschland GmbH
Deep learning methods utilization in electric power systems
oa mark
Akhtar, Saima;
Adeel, Muhammad;
Iqbal, Muhammad;
Namoun, Abdallah;
Tufail, Ali;
Kim, Ki Hyung
2023-11-01
Energy Reports, Vol.10, pp.2138-2151
Elsevier Ltd
Digital forensic approaches for metaverse ecosystems
oa mark
Kim, Donghyun;
Oh, Subin;
Shon, Taeshik
2023-10-01
Forensic Science International: Digital Investigation, Vol.46
Elsevier Ltd
Blended threat prediction based on knowledge graph embedding in the IoBE
oa mark
Lee, Minkyung;
Kim, Deuk Hun;
Jang-Jaccard, Julian;
Kwak, Jin
2023-10-01
ICT Express, Vol.9, pp.903-908
Korean Institute of Communications and Information Sciences
Security Framework for Network-Based Manufacturing Systems with Personalized Customization: An Industry 4.0 Approach
oa mark
Hammad, Muhammad;
Jillani, Rashad Maqbool;
Ullah, Sami;
Namoun, Abdallah;
Tufail, Ali;
Kim, Ki Hyung
;
Shah, Habib
2023-09-01
Sensors, Vol.23
Multidisciplinary Digital Publishing Institute (MDPI)
A Comprehensive Study on Cyber Attacks in Communication Networks in Water Purification and Distribution Plants: Challenges, Vulnerabilities, and Future Prospects
oa mark
Aslam, Muhammad Muzamil;
Tufail, Ali;
Kim, Ki Hyung
;
Apong, Rosyzie Anna Awg Haji Mohd;
Raza, Muhammad Taqi
2023-09-01
Sensors, Vol.23
Multidisciplinary Digital Publishing Institute (MDPI)
MAGNETO and DeepInsight: Extended Image Translation with Semantic Relationships for Classifying Attack Data with Machine Learning Models
oa mark
Dunmore, Aeryn;
Dunning, Adam;
Jang-Jaccard, Julian;
Sabrina, Fariza;
Kwak, Jin
2023-08-01
Electronics (Switzerland), Vol.12
Multidisciplinary Digital Publishing Institute (MDPI)
Image Authentication and Restoration Using Block-Wise Variational Automatic Encoding and Generative Adversarial Networks
oa mark
Lee, Chin Feng;
Yeh, Chin Ting;
Shen, Jau Ji;
Shon, Taeshik
2023-08-01
Electronics (Switzerland), Vol.12
Multidisciplinary Digital Publishing Institute (MDPI)
High-Speed Network DDoS Attack Detection: A Survey
oa mark
Haseeb-ur-rehman, Rana M.Abdul;
Aman, Azana Hafizah Mohd;
Hasan, Mohammad Kamrul;
Ariffin, Khairul Akram Zainol;
Namoun, Abdallah;
Tufail, Ali;
Kim, Ki Hyung
2023-08-01
Sensors, Vol.23
Multidisciplinary Digital Publishing Institute (MDPI)
Digital Forensics for E-IoT Devices in Smart Cities
oa mark
Kim, Minju;
Shon, Taeshik
2023-08-01
Electronics (Switzerland), Vol.12
Multidisciplinary Digital Publishing Institute (MDPI)
Classification of Bugs in Cloud Computing Applications Using Machine Learning Techniques
oa mark
Tabassum, Nadia;
Namoun, Abdallah;
Alyas, Tahir;
Tufail, Ali;
Taqi, Muhammad;
Kim, Ki Hyung
2023-03-01
Applied Sciences (Switzerland), Vol.13
MDPI
Secure e-Prescription Management System: Mitigating Blended Threat in IoBE
oa mark
Kim, Deukhun;
Kim, Heejin;
Kwak, Jin
2023-01-01
Computer Systems Science and Engineering, Vol.44, pp.2501-2519
Tech Science Press
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