Our research spans artificial intelligence, network systems, and cybersecurity. Explore representative papers and the themes shaping INSLAB's recent academic output.
Displaying 109 of 109 papers
2026Journal
2026Journal
Graph Temporal Attention Self-Supervised Network for Real-Time Anomaly Detection in Industrial IoT Systems
Optimizations in Enumerating Maximal Balanced Bicliques: Pruning and Vertex Sorting
Ilkhomjon Sadriddinov, Sony Peng, Sophort Siet, Dae-Young Kim, Kyuwon Park, Doo-Soon Park, Gangman Yi//Human-centric Computing and Information Sciences (SCIE), Vol. 16, ID 2
Improve the Reliability of Data Collected from IoT Devices by Allowing Redundancy of Data Transmissions in LPWAN
So-Yeon Lee, Dae-Young Kim//Proc. of 5th IFSA Winter Conference on Automation, Robotics & Communications for Industry 4.0/5.0 (ARCI 2025), Granada, Spain, Feb. 19-21 2025
LPWANReliability
2024Dec 18, 2024Conference
Dec 18, 2024Conference
Comparison of LSTM and Transformer model performance for network delay prediction
Jae-Won Jang, So-Yeon Lee, Samia Zahid, Dae-Young Kim//Proc. of The 16th International Conference on Computer Science and its Applications (CSA 2024), Pattaya, Thailand, Dec. 18-20 2024
LSTMTransformerNetwork Prediction
2024Dec 4, 2024Journal
Dec 4, 2024Journal
DEFT: A Dynamic Environmental Filtering and Thresholding Algorithm for Adaptive Headlamp Control Using Ride Height Sensors
Intent Inference Method for an Intent-based System in Military Communications
So-Yeon Lee, Jungwook Choi, Soobum Park, Dae-Young Kim//Proc. of The 3rd International Conference on Mobile, Military, and Maritime IT Convergence (ICMIC 2024), Kuala Lumpur, Malaysia, Aug. 7-9 2024
Intent-basedMilitary
2024May 15, 2024Journal
May 15, 2024Journal
Task Offloading and Resource Allocation in UAV-aided Emergency response Operations via Soft Actor Critic
Shathee Akter, Dat Van Anh Duong, Dae-Young Kim, Seokhoon Yoon//IEEE Access (SCIE), Vol. 12, pp. 69258-69275
Multiple Network Interfaces Control for High-Speed Data Transfer
Dae-Young Kim, So-Yeon Lee, Min-Seung Kim//Proc. of International Conference on Interdisciplinary Research on Computer Science, Psychology, and Education (ICICPE 2023), Bali, Indonesia, Dec. 27-29 2023
Multi-NICHigh-Speed
2023Dec 18, 2023Conference
Dec 18, 2023Conference
Automatic Personal Information Vulnerability Detection and an Encryption System Using a DNN Model
MinSeung Kim, SeongCheol Yoon, Suhyun Kim, Dae-Young Kim//Proc. of International Conference on Computer Science and its Applications (CSA 2023), Nha Trang, Vietnam, Dec. 18-20 2023
SecurityDNNEncryption
2023Aug 1, 2023Journal
Aug 1, 2023Journal
Context Awareness by Noise-Pattern Analysis of a Smart Factory
So-Yeon Lee, Jihoon Park, Dae-Young Kim//TECH SCIENCE PRESS Computers, Materials & Continua (SCIE), Vol. 76, No. 2, pp. 1497-1514
Hyperparameter Tuning and Comparison Analysis of the DNN Model to Predict Wireless Network Conditions of Live Video Services
SoYeon Lee, Dae-Young Kim//Proc. of International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2023), Toronto, Canada, Jul. 5-7 2023
