Kyungbaek Kim

According to our database, Kyungbaek Kim authored at least 80 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Review of Reinforcement Learning for Fixed-Wing Aircraft Control Tasks.

David J. Richter, Ricardo A. Calix, Kyungbaek Kim

IEEE Access, 2024

Multi-Convolutional Channel Residual Spatial Attention U-Net for Industrial and Medical Image Segmentation.

Haoyu Chen, Kyungbaek Kim

IEEE Access, 2024

GTT-NTP: A Graph Convolutional Networks-Based Network Traffic Prediction model.

Longfei Li, Kyungbaek Kim

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Advancing AI Voice Synthesis: Integrating Emotional Expression in Multi-Speaker Voice Generation.

Shivani Sanjay Kolekar, David J. Richter, Md Ilias Bappi, Kyungbaek Kim

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

2023

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

J. Netw. Syst. Manag., April, 2023

Design of Precision Medicine Web-service Platform Towards Health Care Digital Twin.

Shivani Sanjay Kolekar, Haoyu Chen, Kyungbaek Kim

Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

Data Pipeline Design for Dangerous Driving Behavior Detection System.

Hyeonjun Jo, Sungwoong Yeom, Haoyu Chen, Kyungbaek Kim

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

Network State Prediction with Attention-Based Graph Convolutional Network.

Longfei Li, Haoyu Chen, Sungwoong Yeom, Shivani Sanjay Kolekar, Kyungbaek Kim

Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

Optimizing Cluster Head Placement in Federated Clustering: A Genetic Algorithm Approach.

Shivani Sanjay Kolekar, Kyungbaek Kim

Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

2022

Estimating searching cost of regular path queries on large graphs by exploiting unit-subqueries.

Van-Quyet Nguyen, Quyet-Thang Huynh, Kyungbaek Kim

J. Heuristics, 2022

LSTM-Based Collaborative Source-Side DDoS Attack Detection.

Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim

IEEE Access, 2022

Big Data Knowledge Acquisition Platform for Smart Farming.

Van-Quyet Nguyen, Van-Hau Nguyen, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim

Proceedings of the 11th International Symposium on Information and Communication Technology, 2022

A Big Data Platform for Real-Time Video~Surveillance.

Thi-Thu-Trang Do, Quang-Thinh Dam, Tai-Huy Ha, Quyet-Thang Huynh, Kyungbaek Kim, Van-Quyet Nguyen

Proceedings of the Seventh International Conference on Research in Intelligent and Computing in Engineering, 2022

Effective Edge Server Placement for Efficient Federated Clustering.

Sungwoong Yeom, Shivani Sanjay Kolekar, Kyungbaek Kim

Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

Security Service-aware Reinforcement Learning for Efficient Network Service Provisioning.

Hyeonjun Jo, Kyungbaek Kim

Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

2021

Effective Anomaly Detection in Smart Home by Analyzing Sensor Correlations.

Giang-Truong Nguyen, Van-Quyet Nguyen, Van-Hau Nguyen, Kyungbaek Kim

IEICE Trans. Inf. Syst., 2021

Source-side DoS attack detection with LSTM and seasonality embedding.

Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Graph Convolutional Network based Link State Prediction.

Sungwoong Yeom, Chulwoong Choi, Shivani Sanjay Kolekar, Kyungbaek Kim

Proceedings of the 22nd Asia-Pacific Network Operations and Management Symposium, 2021

Dynamic Network Provisioning with Reinforcement Learning based on Link Stability.

Hong-Nam Quach, Sungwoong Yeom, Kyungbaek Kim

Proceedings of the 22nd Asia-Pacific Network Operations and Management Symposium, 2021

2020

AutoEncoder Based Feature Extraction for Multi-Malicious Traffic Classification.

Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Survey on Reinforcement Learning based Efficient Routing in SDN.

Hong-Nam Quach, Sungwoong Yeom, Kyungbaek Kim

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

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

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Empirical Study on SAT-Encodings of the At-Most-One Constraint.

Van-Hau Nguyen, Van-Quyet Nguyen, Kyungbaek Kim, Pedro Barahona

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Image and Encoded Text Fusion for Deep Multi-Modal Clustering.

Truong-Dong Do, Kyungbaek Kim, Hyuk Ro Park, Hyung-Jeong Yang

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

CNN based Lung Indexing Method for DICOM CT Image.

Chulwoong Choi, Sungwoong Yeom, Hieyong Jeong, Kyungbaek Kim

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Survey on High-Dimensional Medical Data Clustering.

Velmurugan Arresh Balaji, Chulwoong Choi, Kyungbaek Kim

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Improving Performance of Collaborative Source-Side DDoS Attack Detection.

Sungwoong Yeom, Kyungbaek Kim

Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

Dynamic Network Provisioning with AI-enabled Path Planning.

Hong-Nam Quach, Chulwoong Choi, Kyungbaek Kim

Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

2019

Traffic Seasonality aware Threshold Adjustment for Effective Source-side DoS Attack Detection.

Giang-Truong Nguyen, Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Kyungbaek Kim

KSII Trans. Internet Inf. Syst., 2019

Gradual Switch Clustering Based Virtual Middlebox Placement for Improving Service Chain Performance.

Duc Tiep Vu, Kyungbaek Kim

IEICE Trans. Inf. Syst., 2019

A Genetic Algorithm for Large Graph Partitioning Problem.

Xuan-Tung Nguyen, Phuong-Nam Cao, Van-Quyet Nguyen, Kyungbaek Kim, Huynh Quyet Thang

Proceedings of the Tenth International Symposium on Information and Communication Technology, 2019

A Scalable Approach for Dynamic Evacuation Routing in Large Smart Buildings.

Van-Quyet Nguyen, Huu Duy Nguyen, Huynh Quyet Thang, Nalini Venkatasubramanian, Kyungbaek Kim

Proceedings of the IEEE International Conference on Smart Computing, 2019

2018

A Survey about Consensus Algorithms Used in Blockchain.

Giang-Truong Nguyen, Kyungbaek Kim

J. Inf. Process. Syst., 2018

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 Trans. Inf. Syst., 2018

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, 2018

2017

Efficient Regular Path Query Evaluation by Splitting with Unit-Subquery Cost Matrix.

Van-Quyet Nguyen, Kyungbaek Kim

IEICE Trans. Inf. Syst., 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, 2017

Assessing the Impact of DoS Attacks on IoT Gateway.

Yungee Lee, Wangkwang Lee, Giwon Shin, Kyungbaek Kim

Proceedings of the Advanced Multimedia and Ubiquitous Engineering, 2017

multiFIA Multi-dimensional future Internet architecture.

Seung-Joon Seok, Muhammad Afaq, Kyungbaek Kim, Deokjai Choi, Youn-Hee Han, Woojin Seok, Wang-Cheol Song

Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

Real-Time Earthquake Detection Using Convolutional Neural Network and Social Data.

Van Quan Nguyen, Hyung-Jeong Yang, Kyungbaek Kim, A-Ran Oh

Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

Location-aware dynamic network provisioning.

Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Deokjai Choi, Kyungbaek Kim

Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

Suspicious traffic detection based on edge gateway sampling method.

Sinh-Ngoc Nguyen, Jintae Choi, Kyungbaek Kim

Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

2016

Flow Clustering Based Efficient Consolidated Middlebox Positioning Approach for SDN/NFV-Enabled Network.

Duc Tiep Vu, Kyungbaek Kim

IEICE Trans. Inf. Syst., 2016

Resilient Overlays for IoT-Based Community Infrastructure Communications.

Kyle E. Benson, Qing Han, Kyungbaek Kim, Phu Nguyen, Nalini Venkatasubramanian

Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 2016

Design of service abstraction model for enhancing network provision in future network.

I Gde Dharma Nugraha, Quyet Nguyen-Van, Duc Tiep Vu, Ngoc Nguyen-Sinh, J. D. Alvin Prayuda, Kyungbaek Kim, Deokjai Choi

Proceedings of the 18th Asia-Pacific Network Operations and Management Symposium, 2016

2015

Predicting User Attitude by Using GPS Location Clustering.

Rajashree S. Sokasane, Kyungbaek Kim

IEICE Trans. Inf. Syst., 2015

Assessing the impact of resource attack in Software Defined Network.

Hiep T. Nguyen Tri, Kyungbaek Kim

Proceedings of the 2015 International Conference on Information Networking, 2015

2014

Leveraging Social Feedback to Verify Online Identity Claims.

Michael Sirivianos, Kyungbaek Kim, Jian Wei Gan, Xiaowei Yang

ACM Trans. Web, 2014

Efficient and Reliable Application Layer Multicast for Flash Dissemination.

Kyungbaek Kim, Sharad Mehrotra, Nalini Venkatasubramanian

IEEE Trans. Parallel Distributed Syst., 2014

Two-Step Boosting for OSN Based Sybil-Resistant Trust Value of Non-Sybil Identities.

Kyungbaek Kim

IEICE Trans. Inf. Syst., 2014

Paging out Multiple Clusters to Improve Virtual Memory System Performance.

Woo Hyun Ahn, Joon-Woo Choi, Jaewon Oh, Seung-Ho Lim, Kyungbaek Kim

IEICE Trans. Inf. Syst., 2014

Aggregation management design for user-defined network infrastructure.

Ardiansyah Musa Efendi, Sungmin Hwang, Fiqri Muthohar, Gihyun Bang, Deokjai Choi, Kyungbaek Kim, Wang-Cheol Song, Seung-Joon Seok, Seunghae Kim

Proceedings of the 16th Asia-Pacific Network Operations and Management Symposium, 2014

2013

ReCREW: A Reliable Flash-Dissemination System.

Mayur Deshpande, Kyungbaek Kim, Bijit Hore, Sharad Mehrotra, Nalini Venkatasubramanian

IEEE Trans. Computers, 2013

DYNATOPS: a dynamic topic-based publish/subscribe architecture.

Ye Zhao, Kyungbaek Kim, Nalini Venkatasubramanian

Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems, 2013

2012

GSFord: Towards a Reliable Geo-social Notification System.

Kyungbaek Kim, Ye Zhao, Nalini Venkatasubramanian

Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

Assessing the veracity of identity assertions via OSNs.

Michael Sirivianos, Kyungbaek Kim, Jian Wei Gan, Xiaowei Yang

Proceedings of the Fourth International Conference on Communication Systems and Networks, 2012

2011

Assessing the Impact of Node Churn to Random Walk-Based Overlay Construction.

Kyungbaek Kim

IEICE Trans. Inf. Syst., 2011

Enhancing cellular infrastructures: a reflective approach.

Jinsu Wang, Sharad Mehrotra, Kyungbaek Kim, Nalini Venkatasubramanian

Proceedings of the Adaptive and Reflective Middleware on Proceedings of the International Workshop, 2011

2010

Relative MTTF-Based Incentive Scheme for Availability-Based Replication in P2P Systems.

Kyungbaek Kim

IEICE Trans. Inf. Syst., 2010

SocialFilter: Introducing Social Trust to Collaborative Spam Mitigation.

Michael Sirivianos, Kyungbaek Kim, Xiaowei Yang

Proceedings of the 2010 Workshop on Collaborative Methods for Security and Privacy, 2010

FaReCast: Fast, Reliable Application Layer Multicast for Flash Dissemination.

Kyungbaek Kim, Sharad Mehrotra, Nalini Venkatasubramanian

Proceedings of the Middleware 2010 - ACM/IFIP/USENIX 11th International Middleware Conference, Bangalore, India, November 29, 2010

Assessing the Impact of Geographically Correlated Failures on Overlay-Based Data Dissemination.

Kyungbaek Kim, Nalini Venkatasubramanian

Proceedings of the Global Communications Conference, 2010

2009

SocialFilter: Collaborative Spam Mitigation using Social Networks

Michael Sirivianos, Xiaowei Yang, Kyungbaek Kim

CoRR, 2009

Dynamic nodeID based heterogeneity aware p2p system.

Kyungbaek Kim

Comput. Commun., 2009

2008

Lifetime-Aware Replication for Data Durability in P2P Storage Network.

Kyungbaek Kim

IEICE Trans. Commun., 2008

Time-Related Replication for P2P Storage System.

Kyungbaek Kim

Proceedings of the Seventh International Conference on Networking (ICN 2008), 2008

2007

Reducing Replication Overhead for Data Durability in DHT Based P2P System.

Kyungbaek Kim, Daeyeon Park

IEICE Trans. Inf. Syst., 2007

Efficient and Tailored Resource Management for the P2P Web Caching.

Kyungbaek Kim, Daeyeon Park

IEICE Trans. Inf. Syst., 2007

CriStore: dynamic storage system for heterogeneous devices in off-site ubiquitous communities.

HyunBin Lee, YongJoo Song, Kyungbaek Kim, Donggook Kim, Daeyeon Park

Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

2006

Reducing outgoing traffic of proxy cache by using client-cluster.

Kyungbaek Kim, Daeyeon Park

J. Commun. Networks, 2006

Heterogeneity Aware P2P Algorithm by Using Mobile nodeID.

Kyungbaek Kim, Daeyeon Park

Proceedings of the Information Networking, 2006

Reducing Data Replication Overhead in DHT Based Peer-to-Peer System.

Kyungbaek Kim, Daeyeon Park

Proceedings of the High Performance Computing and Communications, 2006

2005

The Content-Aware Caching for Cooperative Transcoding Proxies.

Byoung-Jip Kim, Kyungbaek Kim, Daeyeon Park

Proceedings of the Information Networking, 2005

Efficient Resource Management for the P2P Web Caching.

Kyungbaek Kim, Daeyeon Park

Proceedings of the Telecommunications 2005: Advanced Industrial Conference on Telecommunications / Service Assurance with Partial and Intermittent Resources Conference / E-Learning on Telecommunications Workshop (AICT / SAPIR / ELETE 2005), 2005

2004

Thread-Aware Garbage Collection for Server Applications.

Woo Jin Kim, Kyungbaek Kim, Jaesun Han, Keuntae Park, Daeyeon Park

Proceedings of the 2004 Symposium on Applications and the Internet (SAINT 2004), 2004

Caching large files by using P2P based client-cluster for web proxy cache.

Kyungbaek Kim, Daeyeon Park

Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2004

2003

Subway: Peer-to-Peer Clustering Of Clients for Web Proxy.

Kyungbaek Kim, Daeyeon Park

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003

Efficient and Scalable Client-Clustering for Proxy Cache.

Kyungbaek Kim, Woo Jin Kim, Daeyeon Park

Proceedings of the High Speed Networks and Multimedia Communications, 2003

2002

DFS: A De-Fragmented File System.

Woo Hyun Ahn, Kyungbaek Kim, Yongjin Choi, Daeyeon Park

Proceedings of the 10th International Workshop on Modeling, 2002

2001

Least Popularity-per-Byte Replacement Algorithm for a Proxy Cache.

Kyungbaek Kim, Daeyeon Park

Proceedings of the Eigth International Conference on Parallel and Distributed Systems, 2001