Researcher
2024 - 2025
Dongguk University Industry-Academic Cooperation Foundation
South Korea
Developed and optimized pipelines for data generation and analysis, ensuring high accuracy and efficiency in producing datasets for decision-making processes.
Worked on developing novel time-series deep-learning architectures and frameworks.
Published papers in high-quality journals indexed in Science Citation Index Expanded.
Presenting and teaching undergraduate and master's students in weekly seminars.
Exhibitor - Short-term assignment
2024
Benchmark Organization
South Korea
Worked as an organizer and interpreter at the Saudi Arabian booth at the Seoul International Book Fair.
Officer
2021 - 2022
Toastmasters International Club
South Korea
Joined a Toastmasters club and acquired soft skills, including communication, public speaking, and leadership.
Facilitated communication and collaboration as Vice President of Education, managing member accounts and ensuring alignment with organizational objectives.
Experience
Doctor of Engineering degree
Computer Engineering department
2024 - 2025
Dongguk University
South Korea
Education
Master of Engineering degree
Computer Engineering department
2018- 2021
Dongguk University
South Korea
Bachelor’s degree
Information Systems
2018- 2021
Almaarefa University
Saudi Arabia
Feature Selection Methods Simultaneously Improve the Detection Accuracy and Model Building Time of Machine Learning Classifiers (IF 2.2, Q2)
Saleh Alabdulwahab, BongKyo Moon
Symmetry, 12, 1424. (2020)
Generating Synthetic Dataset for ML-based IDS Using CTGAN and Feature Selection to Protect Smart IoT Environments (IF 2.5, Q1)
Saleh Alabdulwahab, Young-Tak Kim, Aria Seo, and Yunsik Son
Applied Sciences, 13, 19, 10951. (2023)
Privacy-Preserving Synthetic Data Generation Method for IoT-Sensor Network IDS Using CTGAN (IF 3.4, Q2)
Saleh Alabdulwahab, Young-Tak Kim, and Yunsik Son
Sensors 24 (22), 7389. (2024)
Enhancing deep learning-based side-channel analysis using feature engineering in a fully simulated IoT system (IF 7.5, Q1)
Saleh Alabdulwahab, Muyoung Cheong, Aria Seo, Young-Tak Kim, Yunsik Son
Expert Systems with Applications, 126079. (2024)
Publications
Designing an integrated AI platform using containerized infrastructure
Korean Smart Security Society (2024)
Skeleton-based real-time self-harm and suicidal behavior detection study
Korean Smart Security Society (2024)
Conferences
Pseudo-labeling for Deep Learning-Based Side-Channel Disassembly Using Contextual Layer and Feature Engineering
Graduate School Poster Fair, Masil Lounge (2024)