DNS Lab Chonnam Natl. University

Research

Here you can find published research conducted at DNS Lab.

All

2026

Communication-Aware Adaptive Decentralized Traffic Signal Control via Broadcast gate
Minjun Choi, Geonmin Kim, Hyeonji Jang, Md Illias Bappi, Kyungbaek Kim
2026 Seventeenth International Conference on Ubiquitous and Future Networks (ICUFN)  ·  01 Jul 2026  ·  doi:10.1109/ICUFN69619.2026.11628618
Reliable Federated Fine-Tuning for Multilingual ASR
Shivani Sanjay Kolekar, Md Ilias Bappi, Kyungbaek Kim
2026 IEEE 46th International Conference on Distributed Computing Systems Workshops (ICDCSW)  ·  01 Jun 2026  ·  doi:10.1109/ICDCSW72724.2026.00017
Robust Self-Supervised Learning for Reliable Pain Assessment under Incomplete Physiological Signals
Md Ilias Bappi, Urusha Shakhakarmi, Kyungbaek Kim
Annual Conference of KIPS  ·  20 May 2026  ·  doi:10.3745/PKIPS.y2026m05a.725
Improve SQL Injection Classification with Feature Engineering
Kimhor Mong, Tumur-Ochir Bayaraa, Kyungbaek Kim
Annual Conference of KIPS  ·  20 May 2026  ·  doi:10.3745/PKIPS.y2026m05a.161
Distance-Aware LiDAR Odometry with Dynamic Object Suppression Using Two-Stage ICP
Ugur Ercelik, Kyungbaek Kim
Annual Conference of KIPS  ·  20 May 2026  ·  doi:10.3745/PKIPS.y2026m05a.729
PLDC‐Net: A Domain‐Specific Base Model for Plant Leaf Disease Classification Domain Adaptation Tasks
David J. Richter, Kyungbaek Kim
Plant Direct  ·  01 Apr 2026  ·  doi:10.1002/pld3.70167
Analysis of the Effectiveness of Generative AI-based Programming Classes for Middle School Students
Hyunchul Shim, Kyungbaek Kim
The Journal of Korean Association of Computer Education  ·  31 Mar 2026  ·  doi:10.32431/kace.2026.29.3.006
HCLmNet: A unified hybrid continual learning strategy multimodal network for lung cancer survival prediction
MD Ilias Bappi, David J. Richter, Shivani Sanjay Kolekar, Kyungbaek Kim
PLOS One  ·  24 Mar 2026  ·  doi:10.1371/journal.pone.0316509
HCAPO: Transformer-Based Adaptive Policy Orchestration for Hybrid-Cloud Security
Geonmin Kim, Yejin Kim, Taerim Kim, Kyungbaek Kim
2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)  ·  24 Feb 2026  ·  doi:10.1109/ICAIIC68212.2026.11454309
Multi-Scale Convolutional Reconstruction Defense Against Adversarial and Real-World Corruptions in Plant Disease Recognition
MD Ilias Bappi, Urusha Shakhakarmi, Jisoo Shin, Kyungbaek Kim
2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)  ·  24 Feb 2026  ·  doi:10.1109/ICAIIC68212.2026.11454422
Federated Speech Encoder Fine-Tuning for Multilingual Cross Site Parkinson's Speech Classification: Performance Fairness Analysis
Shivani Kolekar, Jisoo Shin, Haewoon Nam, Kyungbaek Kim
2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)  ·  24 Feb 2026  ·  doi:10.1109/ICAIIC68212.2026.11454181
Evaluating Knowledge Distillation for Plant Leaf Disease Classification
David J. Richter, Md Ilias Bappi, Kyungbaek Kim
2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)  ·  24 Feb 2026  ·  doi:10.1109/ICAIIC68212.2026.11454411
Execution-Aware Stage-Wise Evaluation Framework for Indirect Prompt Injection in LLM-Based Email Agents
Hyeonji Jang, Eunseong Lee, Kyungbaek Kim, Misoo Kim
IEEE Access  ·  01 Jan 2026  ·  doi:10.1109/ACCESS.2026.3723800
Corrections to “Multi-Convolutional Channel Residual Spatial Attention U-Net for Industrial and Medical Image Segmentation”
Haoyu Chen, Kyungbaek Kim
IEEE Access  ·  01 Jan 2026  ·  doi:10.1109/ACCESS.2026.3723070
An Improved Small Defect Classification System Using Image Patching Methodology on Aluminum Car Doors
Ugur Ercelik, Hyeonseok Jin, Longfei Li, Kyungbaek Kim
IEEE Access  ·  01 Jan 2026  ·  doi:10.1109/ACCESS.2026.3650927
ATC-FL: Adaptive Thompson Sampling for Efficient Clustering in Federated Learning
Shivani Sanjay Kolekar, Jisoo Shin, David J. Richter, Kyungbaek Kim
IEEE Access  ·  01 Jan 2026  ·  doi:10.1109/ACCESS.2026.3676500

2025

Pre-processing Method for Conversation-Based Fashion Curating Automation Recommendation System
Chulwoong Choi, Wolhee Do, Kyungbaek Kim
Fashion & Textile Research Journal  ·  31 Dec 2025  ·  doi:10.5805/SFTI.2025.27.6.636
An encoder-based defense mechanism against adversarial attacks in plant leaf disease classification
Md Ilias Bappi, Taejune Park, Kyungbaek Kim
Annual Conference of KIPS  ·  06 Nov 2025  ·  doi:10.3745/PKIPS.y2025m11a.256
Efficient Fashion Complementary Prediction via 4-bit Quantized LLM Fine-Tuning with LoRA
Oluwabukola Dere Roshidat, Kyungbaek Kim
Annual Conference of KIPS  ·  06 Nov 2025  ·  doi:10.3745/PKIPS.y2025m11a.787
DMTR Norm: Improving the Performance of Handwriting Verification Model with Distortion Minimized Text Region Preprocessing
SeYeon Jeong, MyeongHoon Lee, HyeonSu Jung, KyungBaek Kim
2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)  ·  22 Oct 2025  ·  doi:10.1109/MetroXRAINE66377.2025.11340228
Deep learning-based diabetic retinopathy recognition and grading: Challenges, gaps, and an improved approach — A survey
Md Ilias Bappi, Jannat Afrin Juthy, Kyungbaek Kim
ICT Express  ·  01 Oct 2025  ·  doi:10.1016/j.icte.2025.08.001
Edge-Based Policy Caching for Low Latency Security Enforcement in Hybrid Clouds
Geonmin Kim, Yejin Kim, Eunseong Lee, Hyeonji Jang, Kyungbaek Kim
2025 25th Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  22 Sep 2025  ·  doi:10.23919/APNOMS67058.2025.11181398
Sensitivity-aware Federated ASR Fine-Tuning with Balancing Accuracy and Network Cost
Shivani Kolekar, Kyungbaek Kim
2025 25th Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  22 Sep 2025  ·  doi:10.23919/APNOMS67058.2025.11181385
A Survey on Video Big Data Analytics: Architecture, Technologies, and Open Research Challenges
Thi-Thu-Trang Do, Quyet-Thang Huynh, Kyungbaek Kim, Van-Quyet Nguyen
Applied Sciences  ·  21 Jul 2025  ·  doi:10.3390/app15148089
Assessing the performance of domain-specific models for plant leaf disease classification: a comprehensive benchmark of transfer-learning on open datasets
David J. Richter, Kyungbaek Kim
Scientific Reports  ·  30 May 2025  ·  doi:10.1038/s41598-025-03235-w
Exploring the Impact of Data Augmentation Techniques on Parkinson’s Disease Detection Using S-BERT
Md Ilias Bappi, Kyungbaek Kim
Annual Conference of KIPS  ·  29 May 2025  ·  doi:10.3745/PKIPS.y2025m05a.705
TSPM: Two-stage Spatiotemporal Prediction Module with Floor Plan for Effective Building Energy Prediction
Hyeonseok Jin, Kyungbaek Kim
Annual Conference of KIPS  ·  29 May 2025  ·  doi:10.3745/PKIPS.y2025m05a.683
SSDC-MiniNet: A Tiny CNN Steel Surface Defect Classifier
Adam Pradipta, David J. Richter, Kyungbaek Kim
Annual Conference of KIPS  ·  29 May 2025  ·  doi:10.3745/PKIPS.y2025m05a.713
PLDC-80: A Combined Augmented Hybrid Plant Leaf Disease Classification Benchmarking Dataset
David J. Richter, Kyungbaek Kim
Annual Conference of KIPS  ·  29 May 2025  ·  doi:10.3745/PKIPS.y2025m05a.687
Resource-Efficient Federated Fine-Tuning of LLMs for Downstream Tasks of Speech Recognition
Shivani Sanjay Kolekar, Kyungbaek Kim
NOMS 2025-2025 IEEE Network Operations and Management Symposium  ·  12 May 2025  ·  doi:10.1109/NOMS57970.2025.11073667
Enhancing deep learning models for predicting smoking Status using clinical data in patients with chronic obstructive pulmonary disease
Sehyun Cho, Hyeonseok Jin, Kyungbaek Kim, Sola Cho, Ja Yun Choi
DIGITAL HEALTH  ·  01 May 2025  ·  doi:10.1177/20552076251393380
Enhancing Vision-Based Cigarette Smoke Detection in Smart Vehicles by Transfer Learning
MD Ilias Bappi, Hyeonseok Jin, Kyungbaek Kim
Journal of Digital Contents Society  ·  30 Apr 2025  ·  doi:10.9728/dcs.2025.26.4.1041
Solar Power Generation Forecasting Using a Hybrid LSTM-Linear Model with Multi-Head Attention
Hyeonseok Jin, David J. Richter, Ilias Bappi, Kyungbaek Kim
The Transactions of the Korea Information Processing Society  ·  28 Feb 2025  ·  doi:10.3745/TKIPS.2025.14.2.123
STMFNet: Spatial Texture Multi-Scale Feature Fusion Attention Network for Diabetic Retinopathy Classification
MD Ilias Bappi, Md Monir Ahammod Bin Atique, Kyungbaek Kim
2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)  ·  18 Feb 2025  ·  doi:10.1109/ICAIIC64266.2025.10920810
Assessing the Impact of State-Space Complexity on an Image Based DQN via the Game of Snake
David J. Richter, Kyungbaek Kim
2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)  ·  18 Feb 2025  ·  doi:10.1109/ICAIIC64266.2025.10920778
Assessing the Effectiveness of Augmentation Techniques in Enhancing Plant Leaf Disease Classification
MD Ilias Bappi MD Ilias Bappi, David J. Richter David J. Richter, Kyungbaek Kim
Korean Institute of Smart Media  ·  31 Jan 2025  ·  doi:10.30693/SMJ.2025.14.1.17
Enhancing Employee Turnover Prediction: An Advanced Feature Engineering Analysis with CatBoost
Md Monir Ahammod Bin Atique, Md Ilias Bappi, Kwanghoon Choi, Kyungbaek Kim, Md Abul Ala Walid, Pranta Kumar Sarkar
Computer Systems Science and Engineering  ·  01 Jan 2025  ·  doi:10.32604/csse.2025.069213
Deformable Dynamic Convolution for Accurate yet Efficient Spatio-Temporal Traffic Prediction
Hyeonseok Jin, Geonmin Kim, Kyungbaek Kim
arXiv  ·  01 Jan 2025  ·  doi:10.48550/arXiv.2507.11550
STE-NTP: A Long-Short Period Aware Network Traffic Prediction Model
Longfei Li, Kyungbaek Kim
IEEE Access  ·  01 Jan 2025  ·  doi:10.1109/ACCESS.2025.3545117
DATC-STP: Towards Accurate yet Efficient Spatiotemporal Prediction With Transformer-Style CNN
Hyeonseok Jin, Kyungbaek Kim
IEEE Access  ·  01 Jan 2025  ·  doi:10.1109/ACCESS.2025.3573639
A Systematic Review of the Current State of Transfer Learning Accelerated CNN-Based Plant Leaf Disease Classification
David J. Richter, Md Ilias Bappi, Shivani Sanjay Kolekar, Kyungbaek Kim
IEEE Access  ·  01 Jan 2025  ·  doi:10.1109/ACCESS.2025.3584404
A Data-Driven Model to Predict Regular Strength Exercise Patterns in Patients With Chronic Obstructive Pulmonary Disease: A Secondary Analysis
Hyeonseok Jin, Ja Yun Choi, Sehyun Cho, Kyungbaek Kim
IEEE Access  ·  01 Jan 2025  ·  doi:10.1109/ACCESS.2025.3623702

2024

Precision Lung Cancer Segmentation from CT & PET Images Using Mask2Former
Md Ilias Bappi, Kyungbeak Kim
Annual Conference of KIPS  ·  31 Oct 2024  ·  doi:10.3745/PKIPS.y2024m10a.653
A Study of MultiModal Foundation Model in Fashion Recommendation
Oluwabukola Dere Roshidat, Kyungbeak Kim
Annual Conference of KIPS  ·  31 Oct 2024  ·  doi:10.3745/PKIPS.y2024m10a.660
GTT-NTP: A Graph Convolutional Networks-Based Network Traffic Prediction model
Longfei Li, Kyungbaek Kim
NOMS 2024-2024 IEEE Network Operations and Management Symposium  ·  06 May 2024  ·  doi:10.1109/NOMS59830.2024.10575786
Advancing AI Voice Synthesis: Integrating Emotional Expression in Multi-Speaker Voice Generation
Shivani Sanjay Kolekar, David J. Richter, Md Ilias Bappi, Kyungbaek Kim
2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)  ·  19 Feb 2024  ·  doi:10.1109/ICAIIC60209.2024.10463204
Multi-Convolutional Channel Residual Spatial Attention U-Net for Industrial and Medical Image Segmentation
Haoyu Chen, Kyungbaek Kim
IEEE Access  ·  01 Jan 2024  ·  doi:10.1109/ACCESS.2024.3405957
A Review of Reinforcement Learning for Fixed-Wing Aircraft Control Tasks
David J. Richter, Ricardo A. Calix, Kyungbaek Kim
IEEE Access  ·  01 Jan 2024  ·  doi:10.1109/ACCESS.2024.3433540

2023

Design of Precision Medicine Web-service Platform Towards Health Care Digital Twin
Shivani Sanjay Kolekar, Haoyu Chen, Kyungbaek Kim
2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN)  ·  04 Jul 2023  ·  doi:10.1109/ICUFN57995.2023.10199942
Data Pipeline Design for Dangerous Driving Behavior Detection System
Hyeonjun Jo, Sungwoong Yeom, Haoyu Chen, Kyungbaek Kim
2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)  ·  20 Feb 2023  ·  doi:10.1109/ICAIIC57133.2023.10067059
Networking Data and Intelligent Management in the Post-COVID19 Era: A Report on APNOMS 2021
Jen-Jee Chen, Ryo Yamamoto, Kyungbaek Kim, Jiun-Long Huang, Kazuhiko Kinoshita, Woojin Seok, Li-Hsing Yen
Journal of Network and Systems Management  ·  03 Feb 2023  ·  doi:10.1007/s10922-023-09724-5

2022

Big Data Knowledge Acquisition Platform for Smart Farming
Van-Quyet Nguyen, Van-Hau Nguyen, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
The 11th International Symposium on Information and Communication Technology  ·  01 Dec 2022  ·  doi:10.1145/3568562.3568667
Security Service-aware Reinforcement Learning for Efficient Network Service Provisioning
Hyeonjun Jo, Kyungbaek Kim
2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  28 Sep 2022  ·  doi:10.23919/APNOMS56106.2022.9919928
Effective Edge Server Placement for Efficient Federated Clustering
Sungwoong Yeom, Shivani Sanjay Kolekar, Kyungbaek Kim
2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  28 Sep 2022  ·  doi:10.23919/APNOMS56106.2022.9919936
A Smart Evacuation Guidance System for Large Buildings
Van-Quyet Nguyen, Huy-The Vu, Van-Hau Nguyen, Kyungbaek Kim
Electronics  ·  16 Sep 2022  ·  doi:10.3390/electronics11182938
Networking Data and Intelligent Management in the Post-COVID19 Era: A Report on APNOMS 2021
Jen-Jee Chen, Ryo Yamamoto, Kyungbaek Kim, Jiun-Long Huang, Kazuhiko Kinoshita, Woojin Seok, Li-Hsing Yen
Research Square Platform LLC  ·  08 Jun 2022  ·  doi:10.21203/rs.3.rs-1714722/v1
LSTM-Based Collaborative Source-Side DDoS Attack Detection
Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
IEEE Access  ·  01 Jan 2022  ·  doi:10.1109/ACCESS.2022.3169616

2021

Web based Microservice Framework for Survival Analysis of Lung Cancer Patient using Digital Twin
Shivani Sanjay Kolekar, Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
Annual Conference of KIPS  ·  04 Nov 2021  ·  doi:10.3745/PKIPS.y2021m11a.537
Graph Convolutional Network based Link State Prediction
Sungwoong Yeom, Chulwoong Choi, Shivani Sanjay Kolekar, Kyungbaek Kim
2021 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  08 Sep 2021  ·  doi:10.23919/APNOMS52696.2021.9562682
Dynamic Network Provisioning with Reinforcement Learning based on Link Stability
Hong-Nam Quach, Sungwoong Yoem, Kyungbaek Kim
2021 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  08 Sep 2021  ·  doi:10.23919/APNOMS52696.2021.9562690
Efficiently Estimating Joining Cost of Subqueries in Regular Path Queries
Van-Quyet Nguyen, Van-Hau Nguyen, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
Electronics  ·  21 Apr 2021  ·  doi:10.3390/electronics10090990
Source-side DoS attack detection with LSTM and seasonality embedding
Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
Proceedings of the 36th Annual ACM Symposium on Applied Computing  ·  22 Mar 2021  ·  doi:10.1145/3412841.3441987
Effective Anomaly Detection in Smart Home by Analyzing Sensor Correlations
Giang-Truong NGUYEN, Van-Quyet NGUYEN, Van-Hau NGUYEN, Kyungbaek KIM
IEICE Transactions on Information and Systems  ·  01 Feb 2021  ·  doi:10.1587/transinf.2020EDL8056

2020

Survey on Reinforcement Learning based Efficient Routing in SDN
Hong-Nam Quach, Sungwoong Yeom, Kyungbaek Kim
The 9th International Conference on Smart Media and Applications  ·  17 Sep 2020  ·  doi:10.1145/3426020.3426072
Survey on High-Dimensional Medical Data Clustering
Velmurugan Arresh Balaji, Chulwoong Choi, Kyungbaek Kim
The 9th International Conference on Smart Media and Applications  ·  17 Sep 2020  ·  doi:10.1145/3426020.3426071
Image and Encoded Text Fusion for Deep Multi-Modal Clustering
Truong Dong Do, Kyungbaek Kim, Hyukro Park, Hyung-Jeong Yang
The 9th International Conference on Smart Media and Applications  ·  17 Sep 2020  ·  doi:10.1145/3426020.3426110
Empirical Study on SAT-Encodings of the At-Most-One Constraint
Van-Hau Nguyen, Van-Quyet Nguyen, Kyungbaek Kim, Pedro Barahona
The 9th International Conference on Smart Media and Applications  ·  17 Sep 2020  ·  doi:10.1145/3426020.3426170
CNN based Lung Indexing Method for DICOM CT Image
Chulwoong Choi, Sungwoong Yeom, Hieyong Jeong, Kyungbaek Kim
The 9th International Conference on Smart Media and Applications  ·  17 Sep 2020  ·  doi:10.1145/3426020.3426092
AutoEncoder Based Feature Extraction for Multi-Malicious Traffic Classification
Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
The 9th International Conference on Smart Media and Applications  ·  17 Sep 2020  ·  doi:10.1145/3426020.3426093
Accelerating Parallel Evaluation of Regular Path Queries on Large Graphs by Estimating Joining Cost of Subqueries
Van-Quyet Nguyen, Van-Hau Nguyen, Huy-The Vu, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
The 9th International Conference on Smart Media and Applications  ·  17 Sep 2020  ·  doi:10.1145/3426020.3426169
Improving Performance of Collaborative Source-Side DDoS Attack Detection
Sungwoong Yeom, Kyungbaek Kim
2020 21st Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  01 Sep 2020  ·  doi:10.23919/APNOMS50412.2020.9237014
Dynamic Network Provisioning with AI-enabled Path Planning
Hong-Nam Quach, Chulwoong Choi, Kyungbaek Kim
2020 21st Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  01 Sep 2020  ·  doi:10.23919/APNOMS50412.2020.9236957
Accessing Impact of DCGAN Image Data Augmentation for CNN based Tomato Disease Classification
Ji-yeon Park, Hyeon-ji Kim, Kyungbaek Kim
Journal of Digital Contents Society  ·  31 May 2020  ·  doi:10.9728/dcs.2020.21.5.959

2019

A Scalable Approach for Dynamic Evacuation Routing in Large Smart Buildings
Van-Quyet Nguyen, Huu-Duy Nguyen, Quyet-Thang Huynh, Nalini Venkatasubramanian, Kyungbaek Kim
2019 IEEE International Conference on Smart Computing (SMARTCOMP)  ·  01 Jun 2019  ·  doi:10.1109/SMARTCOMP.2019.00065
Traffic Seasonality aware Threshold Adjustment for Effective Source-side DoS Attack Detection
Giang-Truong Nguyen, Van-Quyet Nguyen, Sinh-Ngoc Nguyen, , Kyungbaek Kim
KSII Transactions on Internet and Information Systems  ·  31 May 2019  ·  doi:10.3837/tiis.2019.05.023
A Genetic Algorithm for Large Graph Partitioning Problem
Xuan-Tung Nguyen, Phuong-Nam Cao, Van-Quyet Nguyen, Kyungbaek Kim, Quyet-Thang Huynh
Proceedings of the Tenth International Symposium on Information and Communication Technology - SoICT 2019  ·  01 Jan 2019  ·  doi:10.1145/3368926.3369724

2018

Estimating searching cost of regular path queries on large graphs by exploiting unit-subqueries
Van-Quyet Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
Journal of Heuristics  ·  30 Nov 2018  ·  doi:10.1007/s10732-018-9402-0
Source-Side Detection of DRDoS Attack Request with Traffic-Aware Adaptive Threshold
Sinh-Ngoc NGUYEN, Van-Quyet NGUYEN, Giang-Truong NGUYEN, JeongNyeo KIM, Kyungbaek KIM
IEICE Transactions on Information and Systems  ·  01 Jun 2018  ·  doi:10.1587/transinf.2018EDL8020
A Survey about Consensus Algorithms Used in Blockchain
Giang-Truong Nguyen, Kyungbaek Kim
Journal of Information Processing Systems  ·  28 Feb 2018  ·  doi:10.3745/JIPS.01.0024
Design and implementation of intrusion detection system using convolutional neural network for DoS detection
Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Jintae Choi, Kyungbaek Kim
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing  ·  02 Feb 2018  ·  doi:10.1145/3184066.3184089

2017

Estimating the Evaluation Cost of Regular Path Queries on Large Graphs
Van-Quyet Nguyen, Kyungbaek Kim
Proceedings of the Eighth International Symposium on Information and Communication Technology  ·  07 Dec 2017  ·  doi:10.1145/3155133.3155160
Suspicious traffic detection based on edge gateway sampling method
Sinh-Ngoc Nguyen, Jintae Choi, Kyungbaek Kim
2017 19th Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  01 Sep 2017  ·  doi:10.1109/APNOMS.2017.8094143
Location-aware dynamic network provisioning
Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Deokjai Choi, Kyungbaek Kim
2017 19th Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  01 Sep 2017  ·  doi:10.1109/APNOMS.2017.8094142
Enabling disaster-resilient SDN with location trustiness
Van-Quyet Nguyen, Sinh Ngoc Nguyen, Kyungbaek Kim
2017 4th International Conference on Computer Applications and Information Processing Technology (CAIPT)  ·  01 Aug 2017  ·  doi:10.1109/CAIPT.2017.8320668
multiFIA Multi-dimensional future Internet architecture
Seung-Joon Seok, Afaq Muhammad, Kyungbaek Kim, Deokjai Choi, Youn-Hee Han, Woojin Seok
2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN)  ·  01 Jul 2017  ·  doi:10.1109/ICUFN.2017.7993753
Real-Time Earthquake Detection Using Convolutional Neural Network and Social Data
Nguyen Van Quan, Hyung-Jeong Yang, Kyungbaek Kim, A-Ran Oh
2017 IEEE Third International Conference on Multimedia Big Data (BigMM)  ·  01 Apr 2017  ·  doi:10.1109/BigMM.2017.58
Design of a Platform for Collecting and Analyzing Agricultural Big Data
Van-Quyet Nguyen, Sinh Ngoc Nguyen, Kyungbaek Kim
Journal of Digital Contents Society  ·  28 Feb 2017  ·  doi:10.9728/dcs.2017.18.1.149
Efficient Regular Path Query Evaluation by Splitting with Unit-Subquery Cost Matrix
Van-Quyet NGUYEN, Kyungbaek KIM
IEICE Transactions on Information and Systems  ·  01 Jan 2017  ·  doi:10.1587/transinf.2017EDL8060
Assessing the Impact of DoS Attacks on IoT Gateway
Yungee Lee, Wangkwang Lee, Giwon Shin, Kyungbaek Kim
Lecture Notes in Electrical Engineering  ·  01 Jan 2017  ·  doi:10.1007/978-981-10-5041-1_43

2016

Design of service abstraction model for enhancing network provision in future network
Dharma N. Gde, Quyet Nguyen-Van, Tiep Vu Duc, Ngoc Nguyen-Sinh, Prayuda J. D. Alvin, Kyungbaek Kim, Deokjai Choi
2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS)  ·  01 Oct 2016  ·  doi:10.1109/APNOMS.2016.7737233
Resilient Overlays for IoT-Based Community Infrastructure Communications
Kyle E. Benson, Qing Han, Kyungbaek Kim, Phu Nguyen, Nalini Venkatasubramanian
2016 IEEE First International Conference on Internet-of-Things Design and Implementation (IoTDI)  ·  01 Apr 2016  ·  doi:10.1109/IoTDI.2015.40
Flow Clustering Based Efficient Consolidated Middlebox Positioning Approach for SDN/NFV-Enabled Network
Duc Tiep VU, Kyungbaek KIM
IEICE Transactions on Information and Systems  ·  01 Jan 2016  ·  doi:10.1587/transinf.2016EDL8064

2015

Predicting User Attitude by Using GPS Location Clustering
Rajashree S. SOKASANE, Kyungbaek KIM
IEICE Transactions on Information and Systems  ·  01 Jan 2015  ·  doi:10.1587/transinf.2014EDL8245
Assessing the impact of resource attack in Software Defined Network
Hiep T. Nguyen Tri, Kyungbaek Kim
2015 International Conference on Information Networking (ICOIN)  ·  01 Jan 2015  ·  doi:10.1109/ICOIN.2015.7057934

2014

Efficient and Reliable Application Layer Multicast for Flash Dissemination
Kyungbaek Kim, Sharad Mehrotra, Nalini Venkatasubramanian
IEEE Transactions on Parallel and Distributed Systems  ·  01 Oct 2014  ·  doi:10.1109/TPDS.2013.280
Aggregation management design for user-defined network infrastructure
Ardiansyah Musa, Sungmin Hwang, Fiqri Muthohar, Gihyun Bang, Deokjai Choi, Kyungbaek Kim, Wangcheol Song, Seungjoon Seok, Seunghae Kim
The 16th Asia-Pacific Network Operations and Management Symposium  ·  01 Sep 2014  ·  doi:10.1109/APNOMS.2014.6996581
Leveraging Social Feedback to Verify Online Identity Claims
Michael Sirivianos, Kyungbaek Kim, Jian Wei Gan, Xiaowei Yang
ACM Transactions on the Web  ·  01 Mar 2014  ·  doi:10.1145/2543711
Reduce Authentication Delay in Eduroam Using Flat Layer Approach
Rajashree Sokasane, Kyungbaek Kim
International Journal of Multimedia and Ubiquitous Engineering  ·  28 Feb 2014  ·  doi:10.14257/ijmue.2014.9.2.16
Using Multiple Verifiers to Detect Sybils in a Social Network Graph
Kyungbaek Kim
Lecture Notes in Electrical Engineering  ·  01 Jan 2014  ·  doi:10.1007/978-3-642-40861-8_34
Two-Step Boosting for OSN Based Sybil-Resistant Trust Value of Non-Sybil Identities
Kyungbaek KIM
IEICE Transactions on Information and Systems  ·  01 Jan 2014  ·  doi:10.1587/transinf.E97.D.1918
Paging out Multiple Clusters to Improve Virtual Memory System Performance
Woo Hyun AHN, Joon-Woo CHOI, Jaewon OH, Seung-Ho LIM, Kyungbaek KIM
IEICE Transactions on Information and Systems  ·  01 Jan 2014  ·  doi:10.1587/transinf.E97.D.1905

2013

ReCREW: A Reliable Flash-Dissemination System
M. Deshpande, Kyungbaek Kim, B. Hore, S. Mehrotra, N. Venkatasubramanian
IEEE Transactions on Computers  ·  01 Jul 2013  ·  doi:10.1109/TC.2012.68
DYNATOPS
Ye Zhao, Kyungbaek Kim, Nalini Venkatasubramanian
Proceedings of the 7th ACM international conference on Distributed event-based systems  ·  29 Jun 2013  ·  doi:10.1145/2488222.2489273

2012

GSFord: Towards a Reliable Geo-social Notification System
Kyungbaek Kim, Ye Zhao, Nalini Venkatasubramanian
2012 IEEE 31st Symposium on Reliable Distributed Systems  ·  01 Oct 2012  ·  doi:10.1109/SRDS.2012.35
Assessing the veracity of identity assertions via OSNs
Michael Sirivianos, Kyungbaek Kim, Jian Wei Gan, Xiaowei Yang
2012 Fourth International Conference on Communication Systems and Networks (COMSNETS 2012)  ·  01 Jan 2012  ·  doi:10.1109/COMSNETS.2012.6151325

2011

Enhancing cellular infrastructures
Jinsu Wang, Sharad Mehrotra, Kyungbaek Kim, Nalini Venkatasubramanian
Adaptive and Reflective Middleware on Proceedings of the International Workshop  ·  12 Dec 2011  ·  doi:10.1145/2088876.2088878
SocialFilter: Introducing social trust to collaborative spam mitigation
Michael Sirivianos, Kyungbaek Kim, Xiaowei Yang
2011 Proceedings IEEE INFOCOM  ·  01 Apr 2011  ·  doi:10.1109/INFCOM.2011.5935047
Assessing the Impact of Node Churn to Random Walk-Based Overlay Construction
Kyungbaek KIM
IEICE Transactions on Information and Systems  ·  01 Jan 2011  ·  doi:10.1587/transinf.E94.D.1830

2010

Assessing the Impact of Geographically Correlated Failures on Overlay-Based Data Dissemination
Kyungbaek Kim, Nalini Venkatasubramanian
2010 IEEE Global Telecommunications Conference GLOBECOM 2010  ·  01 Dec 2010  ·  doi:10.1109/GLOCOM.2010.5685229
Relative MTTF-Based Incentive Scheme for Availability-Based Replication in P2P Systems
Kyungbaek KIM
IEICE Transactions on Information and Systems  ·  01 Jan 2010  ·  doi:10.1587/transinf.E93.D.3403
FaReCast: Fast, Reliable Application Layer Multicast for Flash Dissemination
Kyungbaek Kim, Sharad Mehrotra, Nalini Venkatasubramanian
Lecture Notes in Computer Science  ·  01 Jan 2010  ·  doi:10.1007/978-3-642-16955-7_9

2009

Dynamic nodeID based heterogeneity aware p2p system
Kyungbaek Kim
Computer Communications  ·  01 Apr 2009  ·  doi:10.1016/j.comcom.2008.12.044

2008

Lifetime-Aware Replication for Data Durability in P2P Storage Network
K. KIM
IEICE Transactions on Communications  ·  01 Dec 2008  ·  doi:10.1093/ietcom/e91-b.12.4020
Time-Related Replication for P2P Storage System
Kyungbaek Kim
Seventh International Conference on Networking (icn 2008)  ·  01 Apr 2008  ·  doi:10.1109/ICN.2008.27
Efficient and Scalable Client-Clustering for Proxy Cache
Kyungbaek Kim, Daeyeon Park
Encyclopedia of Internet Technologies and Applications  ·  01 Jan 2008  ·  doi:10.4018/978-1-59140-993-9.ch025
Content-Aware Caching for Cooperative Transcoding Proxies
Kyungbaek Kim, Byungjip Kim, Daeyeon Park
Encyclopedia of Internet Technologies and Applications  ·  01 Jan 2008  ·  doi:10.4018/978-1-59140-993-9.ch017

2007

Reducing Replication Overhead for Data Durability in DHT Based P2P System
K. KIM, D. PARK
IEICE Transactions on Information and Systems  ·  01 Sep 2007  ·  doi:10.1093/ietisy/e90-d.9.1452
CriStore
Hyunbin Lee, YongJoo Song, Kyungbaek Kim, Donggook Kim, Daeyeon Park
Proceedings of the 2007 ACM symposium on Applied computing  ·  11 Mar 2007  ·  doi:10.1145/1244002.1244252
Efficient and Tailored Resource Management for the P2P Web Caching
K. KIM, D. PARK
IEICE Transactions on Information and Systems  ·  01 Jan 2007  ·  doi:10.1093/ietisy/e90-1.1.48

2006

Reducing outgoing traffic of proxy cache by using client-cluster
Kyungbaek Kim, Daeyeon Park
Journal of Communications and Networks  ·  01 Sep 2006  ·  doi:10.1109/JCN.2006.6182773
Reducing Data Replication Overhead in DHT Based Peer-to-Peer System
Kyungbaek Kim, Daeyeon Park
Lecture Notes in Computer Science  ·  01 Jan 2006  ·  doi:10.1007/11847366_94
Heterogeneity Aware P2P Algorithm by Using Mobile nodeID
Kyungbaek Kim, Daeyeon Park
Lecture Notes in Computer Science  ·  01 Jan 2006  ·  doi:10.1007/11919568_97

2005

The Content-Aware Caching for Cooperative Transcoding Proxies
Byoung-Jip Kim, Kyungbaek Kim, Daeyeon Park
Lecture Notes in Computer Science  ·  01 Jan 2005  ·  doi:10.1007/978-3-540-30582-8_80
Efficient resource management for the P2P Web caching
Kyungbaek Kim, Daeyeon Park
Advanced Industrial Conference on Telecommunications/Service Assurance with Partial and Intermittent Resources Conference/E-Learning on Telecommunications Workshop (AICT/SAPIR/ELETE'05)  ·  01 Jan 2005  ·  doi:10.1109/AICT.2005.41

2003

Efficient and Scalable Client-Clustering for Proxy Cache
Kyungbaek Kim, Woo Jin Kim, Daeyeon Park
Lecture Notes in Computer Science  ·  01 Jan 2003  ·  doi:10.1007/978-3-540-45076-4_9