- Van-Quyet Nguyen, Quyet-Thang Huynh and Kyungbaek Kim.
Estimating searching cost of regular path queries on large graphs by exploiting unit-subqueries.
Journal of Heuristics, Vol.28,No.2,pp.149-169, APRIL 2022.
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- Van-Quyet Nguyen, Van-Hau Nguyen, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim.
Efficiently Estimating Joining Cost of Subqueries in Regular Path Queries
Electronics, Vol.10,No.9,pp.1-16, APRIL 2021.
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- Giang-Truong Nguyen, Van-Quyet Nguyen, Van-Hau Nguyen, Kyungbaek Kim.
Effective Anomaly Detection in Smart Home by Analyzing Sensor Correlations
IEICE Transactions on Information and Systems, Vol.E104-D,No.2,pp.332-336, FEB 2021.
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- Duc-Tiep Vu and Kyungbaek Kim.
Gradual Switch Clustering based Virtual Middlebox Placement for Improving Service Chain Performance.
IEICE Transactions on Information and Systems, Vol.E102-D,No.9,pp.1878-1881, SEP 2019.
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- Giang-Truong Nguyen, Van-Quyet Nguyen, Sinh-Ngoc Nguyen and Kyungbaek Kim.
Traffic Seasonality aware Threshold Adjustment for Effective Source-side DoS Attack Detection.
KSII Transactions on Internet and Information Systems, Vol.13,No.5,pp.2651-2673, MAY 2019.
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- Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Giang-Truong Nguyen, JeongNyeo Kim and Kyungbaek Kim.
Source-Side Detection of DRDoS Attack Request with Traffic-Aware Adaptive Threshold.
IEICE Transactions on Information and Systems, Vol.E101-D,No.6,pp.1686-1690, JUNE 2018.
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- Giang-Truong Nguyen and Kyungbaek Kim.
A Survey about Consensus Algorithms Used in Blockchain.
Journal of Information Processing Systems, Vol.14,No.1,pp.101-128, FEB 2018.
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- Van-Quyet Nguyen and Kyungbaek Kim.
Efficient Regular Path Query Evaluation by Splitting with Unit-Subquery Cost Matrix.
IEICE Transactions on Information and Systems, Vol.E100-D,No.10,pp.2648-2652, OCT 2017.
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- Duc Tiep Vu and Kyungbaek Kim.
Flow Clustering Based Efficient Consolidated Middlebox Positioning Approach for SDN/NFV-Enabled Network.
IEICE Transactions on Information and Systems, Vol.E99-D,No.8,pp.2177-2181, AUG 2016.
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- Rajashree S. Sokasane and Kyungbaek Kim.
Predicting User Attitude by Using GPS Location Clustering.
IEICE Transactions on Information and Systems, Vol.E98-D,No.8,pp.1600-1603, AUG 2015.
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- Kyungbaek Kim, Sharad Mehrotra and Nalini Venkatasubramanian.
Efficient and Reliable Application Layer Multicast for Flash Dissemination.
IEEE Transactions on Parallel and Distributed Systems, Vol. 25, No. 10, pp. 2571-2582, OCT 2014.
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- Rischan Mafrur, M Fiqri Muthohar, Gi Hyun Bang, Do Kyeong Lee, Kyungbaek Kim, and Deokjai Choi.
Twitter Mining The case of 2014 Indonesian Legislative Elections.
International Journal of Software Engineering and Its Applications, Vol.8,No.10,pp.191-202, OCT 2014.
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- Kyungbaek Kim.
Two-step boosting for OSN based Sybil-resistant trust value of non-Sybil identities.
IEICE Transactions on Information and Systems, Vol.E97-D,No.7,pp.1918-1922, JUL 2014.
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- Woo Hyun Ahn, Joon-Woo Choi, Jaewon Oh, Seung-Ho Lim, and Kyungbaek Kim.
Paging out Multiple Clusters to Improve Virtual Memory System Performance.
IEICE Transactions on Information and Systems, Vol.E97-D,No.7,pp.1905-1909, JUL 2014.
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- Michael Sirivianos, Kyungbaek Kim, Jian Wei Gan and Xiaowei Yang.
Leveraging Social Feedback to Verify Online Identity Claims.
ACM Transactions on the Web, Vol. 8 Iss. 2 No. 9 pp.1-38, MAR 2014
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- Rajashree Sokasane, Kyungbaek Kim
Reduce Authentication Delay in Eduroam Using Flat Layer Approach.
International Journal of Multimedia and Ubiquitous Engineering, Vol. 9 No. 2 pp.161-169, FEB, 2014
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- Mayur Deshpande, Kyungbaek Kim, Bijit Hore, Sharad Mehrotra and Nalini Venkatasubramanian.
ReCREW: A Reliable Flash-Dissemination System.
IEEE Transactions on Computers, Vol. 62 No. 7 pp.1432-1446, JUL, 2013
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- Kyungbaek Kim.
Assessing the impact of node churn to random-walk based overlay construction.
IEICE Transactions on Information and Systems, Vol.E94-D No.9 pp.1830-1833, SEP, 2011.
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- Kyungbaek Kim.
Relative MTTF-based incentive scheme for availability-based replication in P2P systems.
IEICE Transactions on Information and Systems, Vol.E93-D No.12 pp.3404-3406, DEC, 2010.
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- Kyungbaek Kim.
Dynamic NodeID based heterogeneity aware P2P system.
Journal of Computer Communications, Vol.32 Issue.6 pp.1062-1071, APR, 2009.
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- Kyungbaek Kim.
Lifetime-aware Replication for Data Durability in P2P Storage Network.
IEICE Transactions on communications, Vol.E91-B No.12 pp.4020-4023, DEC, 2008.
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- Kyungbaek Kim and Daeyeon Park.
Reducing Replication Overhead for Data Durability in DHT based P2P System.
IEICE Transactions on Information and Systems, Vol.E90-D No.9 pp.1452-1455, SEP, 2007.
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- Kyungbaek Kim and Daeyeon Park.
Efficient and tailored resource management for the P2P web caching.
IEICE Transactions on Information and Systems, Vol.E90-D No.1 pp.48-57, JAN, 2007.
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- Kyungbaek Kim and Daeyeon Park.
Reducing Outgoing Traffic of Proxy Cache by using Client-Cluster.
Journal Of Communications and Networks, Vol.8 No.3 pp.330-338, SEP, 2006.
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- Kyungbaek Kim and Daeyeon Park.
Efficient and Scalable Client Clustering for Web Proxy Cache.
IEICE Transactions on Information and Systems, Vol.E86-D No.9 pp.1577-1585, SEP, 2003.
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Van-Quyet Nguyen, Thai-Bao Mai-Hoang, Kyungbaek Kim
Mining Association Rules from Student Learning Results
In Proceedings of the 10th International Conference on Smart Media & Applications (SMA 2021), September 9-11, 2021, Gunsan, Republic of Korea
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Van-Quyet Nguyen, Huy-The Vu, Van-Hau Nguyen, Thai-Bao Mai-Hoang, Kyungbaek Kim
Design and Implementation of Smart Indicators based Emergency Evacuation System for Smart Buildings
In Proceedings of the 10th International Conference on Smart Media & Applications (SMA 2021), September 9-11, 2021, Gunsan, Republic of Korea
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Velmurugan Arresh Balaji, Chulwoong Choi, Kyungbaek Kim
Assessing the versions of Pathway based Autoencoder model for Cancer Survival Analysis
In Proceedings of the 10th International Conference on Smart Media & Applications (SMA 2021), September 9-11, 2021, Gunsan, Republic of Korea
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Sungwoong Yeom, Chulwoong Choi, Shivani Sanjay Kolekar, Kyungbaek Kim
Graph Convolutional Network based Link State Prediction
In Proceedings of the 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS 2021), September 8-10, 2021, Taiwan
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Hong-Nam Quach, Sungwoong Yeom, Kyungbaek Kim
Dynamic Network Provisioning with Reinforcement Learning based on Link Stability
In Proceedings of the 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS 2021), September 8-10, 2021, Taiwan
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Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
Source-side DoS Attack Detection with LSTM and Seasonality Embedding.
In Proceedings of the 36th ACM/SIGAPP Symposium On Applied Computing (ACM SAC 2021) , March 22-26, 2021, Virtual Conference
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Sungwoong Yeom, Kyungbaek Kim
Improving Performance of Collaborative Source-Side DDoS Attack Detection.
In Proceedings of the 21th Asis-Pacific Network Operations and Management Symposium (APMONS 2020) , September 22-25, 2020, Seoul, South Korea
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Hong-Nam Quach, Chulwoong Choi, Kyungbaek Kim
Dynamic Network Provisioning with AI enabled Path Planning.
In Proceedings of the 21th Asis-Pacific Network Operations and Management Symposium (APMONS 2020) , September 22-25, 2020, Seoul, South Korea
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Van-Hau Nguyen, Van-Quyet Nguyen, Kyungbaek Kim, Pedro Barahona
Empirical Study on SAT-Encodings of the At-Most-One Constraint.
In Proceedings of the 9th International Conference on Smart Media & Applications (SMA 2020), September 17-19, 2020, Jeju, South Korea
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Van-Quyet Nguyen, Van-Hau Nguyen, Huy-The Vu, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
Accelerating Parallel Evaluation of Regular Path Queries on Large Graphs by Estimating Joining Cost of Subqueries.
In Proceedings of the 9th International Conference on Smart Media & Applications (SMA 2020), September 17-19, 2020, Jeju, South Korea
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Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
AutoEncoder Based Feature Extraction for Multi-Malicious Traffic Classification.
In Proceedings of the 9th International Conference on Smart Media & Applications (SMA 2020), September 17-19, 2020, Jeju, South Korea
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Chulwoong Choi, Wungwoong Yeom, Hieyong Jeong, Kyungbaek Kim
CNN based Lung Indexing Method for DICOM CT Image.
In Proceedings of the 9th International Conference on Smart Media & Applications (SMA 2020), September 17-19, 2020, Jeju, South Korea
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Hong-Nam Quach, Sungwoong Yeom, Kyungbaek Kim
Survey on Reinforcement Learning based Efficient Routing in SDN.
In Proceedings of the 9th International Conference on Smart Media & Applications (SMA 2020), September 17-19, 2020, Jeju, South Korea
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Velmurugan Arresh Balaji, Chulwoong Choi, Kyungbaek Kim
Survey on High-Dimensional Medical Data Clustering.
In Proceedings of the 9th International Conference on Smart Media & Applications (SMA 2020), September 17-19, 2020, Jeju, South Korea
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Do Truong Dong, Hyungjeong Yang, Kyungbaek Kim, Hyukro Park
Image and Encoded Text Fusion for Deep Multi-Modal Clustering.
In Proceedings of the 9th International Conference on Smart Media & Applications (SMA 2020), September 17-19, 2020, Jeju, South Korea
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Sungwoong Yeom, Kyungbaek Kim
Detail Analysis on Machine Learning based Malicious Network Traffic Classification.
In Proceedings of the Eighth International Conference on Smart Media & Applications (SMA 2019) , December 5-7, 2019, Guam, USA
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Xuan-Tung Nguyen, Phuong-Nam Cao, Van-Quyet Nguyen, Kyungbaek Kim, Quyet-Thang Huynh
A Genetic Algorithm for Large Graph Partitioning Problem.
In Proceedings of the Tenth International Symposium on Information and Communication Technology (SoICT 2019) , December 4-6, 2019, Hanoi-Ha Long Bay, Vietnam
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Huu-Duy Nguyen, Van-Quyet Nguyen, Hong-Nam Quach, Kyungbaek Kim
Handling Spatio-Temporal QoS Requests for Dynamic Network Provisioning.
In Proceedings of the 2019 KICS Korean-Vietnam International Joint Workshop on Communications and Information Sciences, November 20-22, 2019, Hanoi, Vietnam
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Van-Quyet Nguyen, Huu-Duy Nguyen, Quyet-Thang Huynh, Nalini Venkatasubramanian, Kyungbaek Kim
A Scalable Approach for Dynamic Evacuation Routing in Large Smart Buildings.
In Proceedings of 2019 IEEE International Conference on Smart Computing (SMARTCOMP 2019) , June 12-14, 2019, Washington DC, USA
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Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Jintae Choi, Kyungbaek Kim
Design and Implementation of Intrusion Detection System using Convolutional Neural Network for DoS Detection.
In Proceedings of the 2nd International Conference on Machine Learning and Soft Computing (ICMLSC2018) , Feburary 2-4, 2017, Phu Quoc Island, Vietnam
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Giang-Truong Nguyen, Van-Quyet Nguyen, Kyungbaek Kim
Design of Knowledge Acquisition Subsystem with Mining Association Rules from Big Data.
In Proceedings of the International Conference on Smart Media & Applications (SMA 2017) , December 17-19, 2017, Boracay, Philippines
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Jintae Choi, Sinh-Ngoc Nguyen, Jeongnyeo Kim, Guee-Sang Lee, Kyungbaek Kim
Performance Comparison of Traffic Classification Techniques for Detecting Malicious Network Traffic.
In Proceedings of the International Conference on Smart Media & Applications (SMA 2017) , December 17-19, 2017, Boracay, Philippines
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Van-Quyet Nguyen, Kyungbaek Kim
Estimating the Evaluation Cost of Regular Path Queries on Large Graphs.
In Proceedings of the Eight International Symposium on Information and Communication Technology (SoICT 2017), December 7-9, 2017, Nha Trang, Vietnam
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Van-Quyet Nguyen, Sinh-Ngoc Nguye, Deokjai Choi, Kyungbaek Kim
Location-aware Dynamic Network Provisioning.
In Proceedings of the 19th Asis-Pacific Network Operations and Management Symposium (APNOMS 2017), September 27-29, 2017, Seoul, South Korea
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Sinh-Ngoc Nguyen, Jintae Choi, Kyungbaek Kim
Suspicious Traffic Detection Based on Edge Gateway Sampling Method.
In Proceedings of the 19th Asis-Pacific Network Operations and Management Symposium (APNOMS 2017), September 27-29, 2017, Seoul, South Korea
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Van-Quyet Nguyen, Sinh Ngoc Nguyen, Kyungbaek Kim
Enabling Disaster-Resilient SDN with Location Trustiness.
In Proceedings of the 4th International Conference on Computer Applications and Information Processing Technology (CAIPT 2017), August 8-10, 2017, Bali, Indonesia
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Seung-Joon Seok, Afaq Muhammad, Kyungbaek Kim, Deokjai Choi, Youn-Hee Han, Woojin Seok, Wang-Cheol Song,
multiFIA Multi-dimensional future Internet architecture.
In Proceedings of 2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN), July 4-7, 2017, Milan, Italy
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Yungee Lee, Wangkwang Lee, Giwon Shin, Kyungbaek Kim
Assessing the Impact of DoS Attacks on IoT Gateway.
In Proceedings of the 11th KIPS International Conference on Ubiquitous Information Technologies and Applications (CUTE 2016), December 19-21, 2016, Bangkok, Thailand
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Gde Dharma N., Quyet Nguyen-Van, Tiep Vu Duc, Ngoc Nguyen-Sinh, Alvin Prayuda J.D., Kyungbaek Kim, Deokjai Choi
Design of Service Abstraction Model for Enhancing Network Provision in Future Network.
In Proceedings of the 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) 2016, October 5-7, 2016, Kanazawa, Japan
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Kyle E. Benson, Qing Han, Kyungbaek Kim, Phu Nguyen, and Nalini Venkatasubramanian
Resilient Overlays for IoT-based Community Infrastructure Communications.
In Proceedings of the First international Conference on Internet-of-Things Design and Implementation (IoTDI), April 4-8, 2016, Berlin, Germany
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Quyet Nguyen-van and Kyungbaek Kim.
Study on Location Trustiness based on Multimodal Information.
In Proceedings of the 4th International Conference on Smart Media and Applications (SMA), January 11-12, 2016, Danang, Vietnam.
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Tiep Vu Duc and Kyungbaek Kim.
Analysis of the Impact of Weight Parameter of Traffic Load Aware Replacement Algorithm of SDN Flow Table Cache.
In Proceedings of the 4th International Conference on Smart Media and Applications (SMA), January 11-12, 2016, Danang, Vietnam.
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Sungmin Hwang, Hiep Tuan Nguyen Tri and Kyungbaek Kim.
Towards a Reliable and Personalized Disaster Warning System.
In Proceedings of the Ninth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2015), July 19-24, 2015, Nice, France.
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Hiep Tuan Nguyen Tri and Kyungbaek Kim.
Assessing the Impact of Resource Attack in Software Defined Network.
In Proceedings of the 29th International Conference on Information Networking (ICOIN 2015), January 12-14, 2015, Siem Reap, Cambodia.
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Rajashree Sokasane and Kyungbaek Kim.
OSM-SVG Converting for Open Road Simulator.
In Proceedings of the 3rd International Conference on Smart Media and Applications (SMA 2014), December 10-13, 2014, Chiang Mai, Thailand.
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Sungmin Hwang and Kyungbaek Kim.
Middlebox Driven Security Threats in Software Defined Network.
In Proceedings of 2014 International Symposium on Information Technology Convergence (ISITC 2014)., October 30-31, 2014, Jeounju, South Korea.
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Wang-Cheol Song, Seung-Joon Seok, Deokjai Choi, Kyungbaek Kim, Buseung Cho, and Seunghae Kim.
Policy-based Slice Embedding in a virtualized testbed on KREONET.
In Proceedings of International Conference on Advances in Computer and Electronics Technology 2014 (ACET 2014), August 26-27, 2014, Hong Kong.
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Hiep Tuan Nguyen Tri, Rajashree S. Sokasane and Kyungbaek Kim.
Scalable and Self-configurable Eduroam by using Distributed Hash Table.
In Proceedings of the Fourth International Converence on Advanced Communications and Computation (INFOCOMP 2014)., July 20-24, 2014, Paris, France.
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Sungmin Hwang, and Kyungbaek Kim.
Message Spreading Model over Online Social Network with Multiple Channels and Multiple Groups.
In Proceedings of the Ninth International Conference on Internet and Web Applications and Services (ICIW 2014)., July 20-24, 2014, Paris, France.
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Hiep Tuan Nguyen Tri, and Kyungbaek Kim.
Supporting WiFi QoS with Priority-aware WiFi Handoff.
In Proceedings of International Workshops on Mobile and Wireless 2014, April 15-18, 2014, Jeju, Republic of Korea.
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Rajashree Sokasane, and Kyungbaek Kim.
Flat Layer Radius Model: Reducing Authentication Delay in eduroam.
In Proceedings of the 2nd International Conference on Smart Media and Applications (SMA 2013), October 14-17, 2013, Kota Kinabalu, Malaysia.
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Kyungbaek Kim.
Using multiple verifiers to detect Sybils in a social network graph.
In Proceedings of the 8th International Conference on Future Information Technology (FutureTech 2013), September 4-6, 2013, Gwangju, South Korea.
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- Ye Zhao, Kyungbaek Kim and Nalini Venkatasubramanian.
DYNATOPS: A Dynamic Topic-based Publish/Subscribe Architecture.
In Proceedings of the 7th ACM international conference on Distributed event-based systems (DEBS 2013), June 29 - July 3, 2013, Arlington, Texas, USA
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- Kyungbaek Kim.
Assessing the impact of properties of a node to OSN based Sybil detection.
In Proceedings of the International Conference on Computer Applications and Information Processing Technology (CAIPT 2013), June 27-29, 2013, Prague, Czech Republic
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- Kyungbaek Kim, Ye Zhao and Nalini Venkatasubramanian.
GSFord: Towards a Reliable Geo-Social Notification System.
In Proceedings of the 31st IEEE International Symposium on Reliable Distributed Systems (SRDS 2012), October 8-11, 2012, Irvine, California, USA
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- Kyungbaek Kim.
Sybil-Resistant Trust Value of Social Network Graph.
In Proceedings of the First International Conference on Smart Media and Applications (SMA 2012), August 21-24, 2012, Kunming, Yunnan, China
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- Michael Sirivianos, Kyungbaek Kim, Jian Wei Gan and Xiaowei Yang.
Assessing the Veracity of Identity Assertions via OSNs.
In Proceedings of the Fourth International Conference on COMmunication Systems and NETworkS (COMSNETS 2012), January 3-7, 2012, Bangalore, India
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- Jinsu Wang, Kyungbaek Kim, Sharad Mehrotra and Nalini Venkatasubramanian.
Enhancing Cellular Infrastructures: A Reflective Approach.
In Proceedings of the 10th ACM Middleware Workshop on Adaptive and Reflective Middleware (ARM 2011), December 12, 2011, Lisbon, Portugal
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- Michael Sirivianos, Kyungbaek Kim and Xiaowei Yang.
SocialFilter: Introducing Social Trust to Collaborative Spam Mitigation.
In Proceedings of the 30th IEEE International Conference on Computer Communications (IEEE INFOCOM 2011), April 10-15, 2011, Shanghai, China
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- Kyungbaek Kim, Sharad Mehrotra and Nalini Venkatasubramanian.
FaReCast: Fast, Reliable Application Layer Multicast for Flash Dissemination.
In Proceedings of ACM/IFIP/USENIX 11th International Middleware Conference (Middleware 2010), November 29 - December 3, 2010, Bangalore, India
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- Kyungbaek Kim and Nalini Venkatasubramanian.
Assessing the impact of geographically correlated failures on overlay-based data dissemination.
In Proceedings of IEEE Globecom 2010, December 6-10, 2010, Miami, Florida, USA
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- Michael Sirivianos, Kyungbaek Kim and Xiaowei Yang.
SocialFilter: Introducing Social Trust to Collaborative Spam Mitigation.
In Proceedings of USENIX 2010 workshop on Collaborative Methods for Security and Privacy (CollSec 2010), August 10, 2010, Washington DC, USA
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- Do Minh Ngoc, Kyngbaek Kim, Sharad Mehrotra and Nalini Venkatasubramanian.
Enabling Fast Reliable Notification over Multi-Networks.
In Proceedings of 2nd Workshop on Research Directions in Situational-aware Self-managed Proactive Computing in Wireless Adhoc Networks In conjunction with MDM 2010, May 23, 2010, Kansas City, USA
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- Hojjat Jafarpour, Jay Lickfett, Kyungbaek Kim, Bo Xing, Sharad Mehrotra and Nalini Venkatasubramanian.
A Policy Driven Meta-Alert System for Crisis Communications.
In Proceedings of Workshop on Emergency Management: Incident, Resource, and Supply Chain Management (EMWS09), November 5-6, 2009, Irvine, USA
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- Michael Sirivianos, Kyungbaek Kim and Xiaowei Yang.
FaceTrust: Assessing the Credibility of Online Personas via Social Networks.
In Proceedings of The 4th USENIX Workshop on Hot Topics in Security (HotSec 2009), August 11, 2009
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- Michael Sirivianos, Xiaowei Yang and Kyungbaek Kim.
FaceTrust: Collaborative Unwanted Traffic Mitigation Using Social Networks.
In SIGCOMM 2008, August 17-22, 2008.
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- Kyungbaek Kim.
Time-related replication for p2p storage system.
In Proceedings of The Seventh International Conference on Networking (ICN2008), April 13-18, 2008
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- Hyunbin Lee, YongJoo Song, Kyungbaek Kim, Donggook Kim and Daeyeon Park.
CriStore : Dynamic Storage System for Heterogeneous Devices in Offsite Ubiquitous Communities.
In Proceedings of The 22nd Annual ACM Symposium on Applied Computing ( SAC 2007 ), March 11 - 15, 2007.
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- Kyungbaek Kim and Daeyeon Park.
Reducing Data Replication Overhead in DHT Based Peer-to-Peer System.
In Proceedings of International Conference on High Performance Computing and Communications 2006 ( HPCC 2006 ), pp.915-924 , September 13-15, 2006 ( LNCS ).
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- Kyungbaek Kim and Daeyeon Park.
Heterogeneity aware P2P algorithm by using mobile nodeID.
In Proceedings of International Conference on Information Networking 2006 ( ICOIN 2006 ), pp. 975-984, January 16-19, 2006 ( LNCS ).
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- Kyungbaek Kim and Daeyeon Park.
Mobile NodeID based P2P Algorithm for the Heterogeneous Network.
In Proceedings of International Conference on Embedded Software and Systems 2005 ( ICESS 2005 ), pp. 485-495, December 16-18, 2005.
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- Kyungbaek Kim and Daeyeon Park.
Efficient Resource Management for the P2P web Caching.
In Proceedings of Service Assurance with Partial and Intermittent Resources Conference ( AICT/SAPIR/ELETE 2005 ), pp. 382-387, July 17 - 20, 2005.
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- Kyungbaek Kim and Daeyeon Park.
Efficient Caching Policies for the P2P Web Caching.
In Proceeding of International Conference of Computational Science and its Applications 2005 ( ICCSA 2005 ), May 9-12, 2005.
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- Byoung-Jip Kim, Kyungbaek Kim and Daeyeon Park.
The Content-Aware Caching For Cooperative Transcoding Proxies.
In Proceedings of International Conference on Information Networking 2005 ( ICOIN 2005 ), pages 766-775, January 31 - February 2, 2005 ( LNCS ).
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- Kyungbaek Kim and Daeyeon Park.
Caching large files by using p2p based client-cluster for web proxy cache.
In Proceedings of IASTED International Conference on Parallel and Distributed Computing and Networks 2004 ( PDCN 2004 ), page 643-648, February 17-19, 2004.
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- Woo Jin Kim, Kyungbaek Kim, Jaesun Han, Keuntae Park and Daeyeon Park.
Thread-Aware Garbage Collection for Server Applications.
In Proceedings of 2004 International Symposium of Applications and the Internet ( SAINT 2004 ), pages 81-87, January 26-30, 2004.
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- Kyungbaek Kim, Woo Jin Kim and Daeyeon Park.
Efficient and Scalable Client-Clustering for Proxy Cache.
In Proceedings of 6th IEEE International Conference on High Speed Networks and Multimedia Communications ( HSNMC 2003 ), pages 83-92, July 23-25, 2003 ( LNCS ).
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- Kyungbaek Kim and Daeyeon Park.
Subway : Peer-To-Peer Clustering of Clients for Web Proxy.
In Proceedings of The 2003 International Conference on Parallel and Distributed Processing Techniques and Applications ( PDPTA 2003 ), pages 1683-1688, June 23-26, 2003.
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- Woo Hyun Ahn, Kyungbaek Kim, Yong-Jin Choi, and Daeyeon Park.
DFS:A De-fragmented File System.
In Proceedings of 10th IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems ( MASCOTS 2002 ), pages 71-80, October 12-16, 2002.
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- Kyungbaek Kim and Daeyeon Park.
Least Popularity-per-Byte Replacement Algorithm for a Proxy Cache.
In Proceedings of 8th International Conference on Parallel and Distributed Systems ( ICPADS 2001 ), pages 780-788, June 26-29, 2001.
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- 염성웅, 김형태, 콜레카르 산자이 시바니, 김경백(Kyungbaek Kim)
LSTM 기반 멀티스텝 트래픽 예측 기법 평가
(Accessing LSTM-based multi-step traffic prediction methods).
KNOM REVIEW, 24권 2호, pp.13-23, December, 2021.
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- 최철웅, 김경백(Kyungbaek Kim)
폐암환자 생존분석에 대한 TNM 병기 군집분석 평가
(Accessing the Clustering of TNM Stages on Survival Analysis of Lung Cancer Patient).
스마트미디어저널(Smart Media Journal), 9권 4호, pp.126-133, December, 2020.
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- 염성웅, 김경백(Kyungbaek Kim)
통계적 가중치를 이용한 협력형 소스측 DDoS 공격 탐지 기법 성능 평가
(Assessment of Collaborative Source-Side DDoS Attack Detection using Statistical Weight).
KNOM REVIEW, 23권 1호, pp.10-17, August, 2020.
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- 김연수, 고영훈, 엄익채, 김경백(Kyungbaek Kim)
페이로드 임베딩 사전학습 기반의 웹 공격 분류 모델
(Web Attack Classification Model Based on Payload Embedding Pre-Training).
한국정보보호학회논문지 (Journal of The Korea Institute of Information Security and Cryptology), 30권 4호, pp. 669-667, August, 2020.
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- 박지연, 김현지, 김경백(Kyungbaek Kim)
CNN 기반 토마토 질병 분류를 위한 DCGAN 이미지 데이터 확장 영향 평가
(Accessing Impact of DCGAN Image Data Augmentation for CNN based Tomato Disease Classification).
디지털콘텐츠학회논문지 (Journal of Digital Contents Society), 21권 5호, pp. 959-967, May, 2020.
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- 염성웅, 뉘엔 반 퀴엣, 김경백(Kyungbaek Kim)
컨볼루션 신경망 기반 유해 네트워크 트래픽 탐지 기법 평가
(Assessing Convolutional Neural Network based Malicious Network Traffic Detection Methods).
KNOM REVIEW, 22권 1호, pp. 20-29, August, 2019.
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- Giang-Truong Nguyen, Van-Quyet Nguyen, Sing-Ngoc Nguyen, 김경백(Kyungbaek Kim)
빅데이터 플랫폼을 위한 SON알고리즘 기반의 효과적인 연관 룰 마이닝
(Efficient Association Rule Mining based SON Algorithm for a Bigdata Platform).
디지털콘텐츠학회논문지 (Journal of Digital Contents Society), 18권 8호, pp. 1593-1601, December, 2017.
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- Van Quan Nguyen, Hyung-jeong Yang, Young-chul Kim, Soo-hyung Kim, 김경백(Kyungbaek Kim)
Social Media based Real-time Event Detection by using Deep Learning Methods.
한국스마트미디어학회(KISM) 스마트미디어저널(Smart Media Journal), 6권 3호, pp. 41-48, September, 2017.
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- 최진태, 뉘엔 신 응억, 김경백(Kyungbaek Kim)
SDN기반 IoT 게이트웨이에서 DoS 공격 영향 평가
(Assessing the impact of DoS Attack on SDN based IoT Gateway).
KNOM REVIEW, 20권 1호, pp. 24-33, August, 2017.
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- Van-Quyet Nguyen, Giang-Truong Nguyen, Sinh Ngoc Nguyen, 김경백(Kyungbaek Kim)
재난 관련 위치 신뢰도 향상을 위한 소셜 미디어 활용
(Leveraging Social Media for Enriching Disaster related Location Trustiness).
디지털콘텐츠학회논문지 (Journal of Digital Contents Society), 18권 3호, pp. 567-575, June, 2017.
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- Van-Quyet Nguyen, Sinh Ngoc Nguyen, 김경백(Kyungbaek Kim)
농업 빅데이터 수집 및 분석을 위한 플랫폼 설계
(Design of a Platform for Collecting and Analyzing Agricultural BigData).
디지털콘텐츠학회논문지 (Journal of Digital Contents Society), 18권 1호, pp. 149-158, Feburary 28, 2017.
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- Sinh Ngoc Nguyen, Van-Quyet Nguyen, 김경백(Kyungbaek Kim)
레거시 미들박스에 의한 소프트웨어 정의 네트워크 보안 위협 분석
(Analysis of Legacy Middlebox Driven Security Threats of Software Defined Network).
KNOM Review, 19권 2호, pp. 13-25, December 31, 2016.
PDF
- Tiep Vu Duc, Quyet Nguyen-Van, 김경백(Kyungbaek Kim)
지오소셜 정보 기반 개인맞춤형 경고 알림 시스템의 설계와 구현
(Design and Implementation of Geo-Social information based Personalized Warning Notification system).
한국스마트미디어학회(KISM) 스마트미디어저널(Smart Media Journal), 5권 2호, pp. 42-50, June 30, 2016.
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- 라저스리 소카세인, 김경백(Kyungbaek Kim)
스마트폰 사용과 MBTI 사용자 특성간의 관계 평가
(Assessing the Relationship between MBTI User Personality and Smartphone Usage).
한국빅데이터학회지, 1권 1호, pp. 33-39, Feburary 29, 2016.
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- 이윤기, 김승욱, 부 둑 티엡, 김경백(Kyungbaek Kim)
SDN을 위한 샘플링 기반 네트워크 플러딩 공격 탐지/방어 시스템
(Sampling based Network Flooding Attack Detection/Prevention System for SDN).
한국스마트미디어학회(KISM) 스마트미디어저널(Smart Media Journal), 4권 4호, pp. 24-32, December 31, 2015.
PDF
- 이명국, 김경백(Kyungbaek Kim)
모바일 사용자를 위한 Q+R 트리 기반 퍼브-서브 시스템
(Q+R Tree based Pub-Sub System for Mobile Users).
한국스마트미디어학회(KISM) 스마트미디어저널(Smart Media Journal), 4권 3호, pp. 9-15, September 30, 2015.
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- 정회윤, 지상훈, 양형정, 김경윤, 김경백(Kyungbaek Kim)
SNS 사용자의 감정 분석에 의한 영향력 측정
(Influence Measurement based on Sentiment Analysis of SNS Users).
한국빅데이터서비스학회(KBDSS) 논문지, 2권 1호, pp. 11-23, June 2015.
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- 황성민, Rajashree Sokasane, Hiep Tuan Nguyen Tri, 김경백(Kyungbaek Kim)
가중 윈도우를 통한 사용자 이력 기반 추천 시스템
(Weighted Window Assisted User History Based Recommendation System).
한국정보처리학회(KIPS) 소프트웨어 및 데이터 공학(Transactions on Software and Data Engineering), 4권 6호, pp. 253-260, June 30, 2015.
PDF
- 김경백(Kyungbaek Kim)
다중 채널 소셜 네트워크상의 메시지 전송 모델링
(Modeling message dissemination over multi-channel social network).
한국스마트미디어학회(KISM) 스마트미디어저널(Smart Media Journal), 3권 1호, pp. 9-15, March 31, 2014.
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- 김경백(Kyungbaek Kim)
온라인 소셜 네트워크 그래프에 내포된 시스템-차원 시빌-저항 신뢰도 추출
(Extraction of System-Wide Sybil-Resistant Trust Value embedded in Online Social Network Graph).
한국정보처리학회(KIPS) 컴퓨터 및 통신 시스템(Transactions on Computer and Communication Systems), 2권 12호, pp. 533-540, December 31, 2013.
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- 강태덕, 김경백(Kyungbaek Kim), 정기주.
S-MADP : 중대형 모바일 애플리케이션을 위한 서비스기반 개발 프로세스
(S-MADP : Service based Development Process for Mobile Applications of Medium-Large Scale Project).
한국정보처리학회(KIPS) 소프트웨어 및 데이터 공학(Transactions on Software and Data Engineering), 2권 8호, pp. 555-564, August 30, 2013.
PDF
- 김경백(Kyungbaek Kim).
플래쉬 디세미네이션을 위한 안정적이고 효과적인 오버레이 네트워크 기반 전송 시스템
(Reliable and Effective Overlay Network based Dissemination System for Flash Dissemination).
한국스마트미디어학회(KISM) 스마트미디어저널(Smart Media Journal), 2권 1호, pp. 8-16, March 30, 2013.
PDF
- 김아현, 이미리내, 염성웅, 김경백(Kyungbaek Kim).
ECG 스펙트럼을 이용한 CNN 기반 부정맥 심장 박동 분류
(CNN based Arrhythmia Classification using ECG Spectrum).
In Proceedings of 2021년도 한국스마트미디어학회(KISM) 추계학술대회, November 11-11, 2021, 전남대학교, 광주광역시.
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- 이미리내, 김아현, 염성웅, 김경백(Kyungbaek Kim).
제로 에너지 빌딩을 위한 전기에너지 수요예측 시스템
(Electric Demand Forecasting System for Zero Energy Building).
In Proceedings of 2021년도 한국스마트미디어학회(KISM) 추계학술대회, November 11-11, 2021, 전남대학교, 광주광역시.
PDF
- 김구민, 김경백(Kyungbaek Kim).
클라우드 보안 인증기술 동향 분석
(Trend Anaysis of Cloud Security Authentication Technology).
In Proceedings of 한국정보보호학회 호남지부 2021년 정보보호학술논문발표회, November 5, 2021, 국립아시아문화전당, 광주광역시.
PDF
- 조현준, 김경백(Kyungbaek Kim).
서비스 인식 보안 서비스 기능 체이닝 구성 연구
(A Study of Service Aware Security Service Function Chaining Composition).
In Proceedings of 한국정보보호학회 호남지부 2021년 정보보호학술논문발표회, November 5, 2021, 국립아시아문화전당, 광주광역시.
PDF
- 이지원, 김경백(Kyungbaek Kim).
Entropy 기반 DDoS 탐지 회피공격
(Entropy-based DDoS Detection Evasion Attack).
In Proceedings of 한국정보보호학회 호남지부 2021년 정보보호학술논문발표회, November 5, 2021, 국립아시아문화전당, 광주광역시.
PDF
- 김휘수, 김경백(Kyungbaek Kim).
사회적 이슈를 악용한 사이버 공격 동향 분석
(Analysis of Cyber Attack Trends Exploiting Social Issues).
In Proceedings of 한국정보보호학회 호남지부 2021년 정보보호학술논문발표회, November 5, 2021, 국립아시아문화전당, 광주광역시.
PDF
- 오석환, 김경백(Kyungbaek Kim).
분산ID 기술 및 정책 동향
(Trends of Decentralized Identifier Technology and Policy).
In Proceedings of 한국정보보호학회 호남지부 2021년 정보보호학술논문발표회, November 5, 2021, 국립아시아문화전당, 광주광역시.
PDF
- 정혜선, 김경백(Kyungbaek Kim).
대체 불가능 토큰을 이용한 OAuth 2.0 인증 프로토콜 개선
(Improving the OAuth 2.0 authentication protocol using non-fungible tokens).
In Proceedings of 한국정보보호학회 호남지부 2021년 정보보호학술논문발표회, November 5, 2021, 국립아시아문화전당, 광주광역시.
PDF
- 송효준, 김경백(Kyungbaek Kim).
BEC 및 EAC 공격 분석
(Analysis of BEC and EAC Attack Types and Characteristics).
In Proceedings of 한국정보보호학회 호남지부 2021년 정보보호학술논문발표회, November 5, 2021, 국립아시아문화전당, 광주광역시.
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- 최철웅, 염성웅, 김경백(Kyungbaek Kim).
대화질의 기반 패션 추천시스템을 위한 데이터 전처리방법에 관한 연구
(A study on data preprocessing method for conversational query-based fashion recommendation system).
In Proceedings of Annual Conference of KIPS, November 4-6, 2021, 전남대학교, 여수.
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- 염성웅, 최철웅, 콜레카르 산자이 시바니, 김경백(Kyungbaek Kim).
계절성 임베딩을 고려한 STL-Attention 기반 트래픽 예측
(STL-Attention based Traffic Prediction with Seasonality Embedding).
In Proceedings of Annual Conference of KIPS, November 4-6, 2021, 전남대학교, 여수.
PDF
- 콜레카르 산자이 시바니, 염성웅, 최철웅, 김경백(Kyungbaek Kim).
디지털 트윈을 사용하는 폐암환자 생존분석을 위한 웹 기반 마이크로 서비스 프레임워크
(Web based Microservice Framework for Survival Analysis of Lung Cancer Patient using Digital Twin).
In Proceedings of Annual Conference of KIPS, November 4-6, 2021, 전남대학교, 여수.
PDF
- 최철웅, 염성웅, 김경백(Kyungbaek Kim).
DEC기반의 비소세포성 폐암환자 클러스터링
(DEC-based Non-small cell lung cancer patient clustering).
In Proceedings of 2021년도 한국컴퓨터종합학술대회, June 23-25, 2021, ICC제주, 제주.
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- 염진호, 조성우, 양서린, 김경백(Kyungbaek Kim).
스마트시티에서 활용 가능한 LoRa기반 화재 대피 경로 안내 시스템
(LoRa-Based Fire Escape Route Guidance System Available in Smart Cities).
In Proceedings of 2021년도 한국컴퓨터종합학술대회, June 23-25, 2021, ICC제주, 제주.
PDF
- 이윤준, 심은석, 정선주, 김경백(Kyungbaek Kim).
다중-객체 분석 기반 전동스쿠터 다중-탑승 행위 탐지
(Detecting Electric Scooter Multi-Riding Behavior based on Multi-Object Analysis).
In Proceedings of 2021년도 한국컴퓨터종합학술대회, June 23-25, 2021, ICC제주, 제주.
PDF
- 염성웅, 홍남 곽, 김경백(Kyungbaek Kim).
링크 안정성을 고려한 강화학습 기반 라우팅
(Reinforcement learning-based Optimal Routing with Link Stability).
In Proceedings of 2021년도 한국통신학회(KICS) 하계종합학술발표회, June 16-18, 2021, 제주라마다프라자호텔, 제주.
PDF
- 최철웅, 김경백(Kyungbaek Kim).
폐암 환자의 다중 모드 데이터를 사용한 이진 생존분류 방법
(Binary Survival Classification Method Using Multimodal Data in Lung Cancer Patients).
In Proceedings of 2021년도 한국스마트미디어학회(KISM) 춘계학술대회, April 30-May 1, 2021, 신라대학교, 부산.
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- 심은석, 이윤준, 정선주, 염성웅, 최철웅, 김경백(Kyungbaek Kim).
객체추적기법을 활용한 전동 스쿠터 다중 탑승 행위 탐지 시스템
(Electric Scooter Multi-Boarding Behavior Detection system using object Tracking technique).
In Proceedings of 2021년도 한국스마트미디어학회(KISM) 춘계학술대회, April 30-May 1, 2021, 신라대학교, 부산.
PDF
- 벨무루간 아레쉬 발라지, 최철웅, 김경백(Kyungbaek Kim).
PBAE: 암 생존 분석을 위한 PATHWAY기반 오토인코더 모델
(Pathway based Auto-encoder (PBAE) model for cancer survival analysis).
In Proceedings of 2021년도 한국스마트미디어학회(KISM) 춘계학술대회, April 30-May 1, 2021, 신라대학교, 부산.
PDF
- 염성웅, 최철웅, 홍남 곽, 김경백(Kyungbaek Kim).
멀티 스텝 트래픽 예측을 위한 Bi-LSTM 인코더 디코더 모델
(Bi-LSTM Encoder Decoder Model for Multi-Step Traffic Prediction).
In Proceedings of 2021 통신망운용관리(KNOM) 학술대회, April 29, 2021, 포항공대, 포항.
PDF
- 이지원, 김형태, 김경백(Kyungbaek Kim).
네트워크 침입 탐지 성능 향상을 위한 최적화 연구
(Study of Optimization for Improving the Performance of Network Intrusion Detection).
In Proceedings of 2021 통신망운용관리(KNOM) 학술대회, April 29, 2021, 포항공대, 포항.
PDF
- 홍남 곽, 염성웅, 김경백(Kyungbaek Kim).
위치 인식 다중 경로 네트워크 프로비저닝
(Location-aware Multi-Path Network Provisioning).
In Proceedings of 2021 통신망운용관리(KNOM) 학술대회, April 29, 2021, 포항공대, 포항.
PDF
- 조현준, 정혜선, 김경백(Kyungbaek Kim).
인공지능 기반 네트워크 정책 도구 학습을 위한 KOREN Data추출 및 RouteNet 적용
(Applying KOREN Data extraction and RouteNet for training artificial intelligence-based network policy tools).
In Proceedings of 2021 통신망운용관리(KNOM) 학술대회, April 29, 2021, 포항공대, 포항.
PDF
- 홍남곽, 염성웅, 김경백(Kyungbaek Kim).
SD-WAN을 위한 강화학습 기반 경로 설정 모듈 설계
(Design of Reinforcement Learning based Flow Configuration Module for SD-WAN).
In Proceedings of 2020년도 한국디지털콘텐츠학회 추계학술대회, December 11, 2020, 전남대학교, 광주.
PDF
- 염성웅, 최철웅, 김경백(Kyungbaek Kim).
Bi-LSTM기반 도시 교통 흐름 예측
(Bi-LSTM based Urban Traffic Flow Prediction).
In Proceedings of 2020년도 한국디지털콘텐츠학회 추계학술대회, December 11, 2020, 전남대학교, 광주.
PDF
- 정혜선, 염성웅, 김경백(Kyungbaek Kim).
지능형 네트워크 관리를 위한 RouteNet 분석
(Analysis of RouteNet for Inteligent Network Management).
In Proceedings of 2020년도 한국디지털콘텐츠학회 추계학술대회, December 11, 2020, 전남대학교, 광주.
PDF
- 벨무루간 아레스 발라지, 김경백(Kyungbaek Kim).
마이크로어레이 유전자 발현 기반 암 유형 분류를 위한 특징 축소 연구
(A Study of Feature Reduction for Microarray Gene Expression based Cancer Type Classification).
In Proceedings of 2020년도 한국디지털콘텐츠학회 추계학술대회, December 11, 2020, 전남대학교, 광주.
PDF
- 고정원, 정희용, Hang Nguyen Thi Phoung, 신춘성, 김경백(Kyungbaek Kim).
딥러닝에 의한 흡연자와 비흡연자의 혓바닥 표면 변화 인식
(Difference of tongue between smoker and non-smoker through deep learning).
In Proceedings of 2020년도 한국스마트미디어학회(KISM) 추계학술대회, November 20-21, 2020, 광주시청자미디어센터, 광주.
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- 정지선, 최철웅, 염성웅, 김경백(Kyungbaek Kim).
그래프 신경망 연구 동향 분석
(Analysis on Research Trend of Graph Neural Network).
In Proceedings of 2020년도 한국스마트미디어학회(KISM) 추계학술대회, November 20-21, 2020, 광주시청자미디어센터, 광주.
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- 최철웅, 김현지, 심은석, 임아연, 이윤준, 정선주 김경백(Kyungbaek Kim).
다중 모드 데이터를 사용한 폐암 생존분석 검토
(Review of Lung Cancer Survival Analysis with Multimodal Data).
In Proceedings of 2020년도 한국정보처리학회(KIPS) 추계학술대회, November 06-07, 2020, Online.
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- 조현준, 정혜선, 이지원, 김경백(Kyungbaek Kim).
패킹된 악성코드 분류 자동화를 위한 상용 패커 동향분석
(Analysis of Commercial Packers for Automation of Packed Malware Classification).
In Proceedings of 2020 한국정보보호학회 호남지부 추계학술대회, October 23, 2020, 광주전남 공동혁신도시.
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- 이지원, 조현준, 정혜선, 김경백(Kyungbaek Kim).
엠버 기반 악성코드 탐지모델에 대한 패커의 영향력 분석
(Impact Analysis of a Packer to EMBER based Malware Detection Model).
In Proceedings of 2020 한국정보보호학회 호남지부 추계학술대회, October 23, 2020, 광주전남 공동혁신도시.
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- 최철웅, 벨무루간 아레시 발라지, 김경백(Kyungbaek Kim).
TNM병기 클러스터링을 활용환 폐암 최종병기 결정
(Lung cancer Final staging with TNM Staging clustering).
In Proceedings of 2020년도 한국스마트미디어학회(KISM) 춘계학술대회, May 22-23, 2020, 조선대학교, 광주.
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- 벨무루간 아레시 발라지, 최철웅,김경백(Kyungbaek Kim).
폐암 생존율 이진 분류 성능 분석
(Analysis of Performance of Binary Classification For Lung Cancer).
In Proceedings of 2020년도 한국스마트미디어학회(KISM) 춘계학술대회, May 22-23, 2020, 조선대학교, 광주.
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- 홍남 곽, 염성웅, 김경백(Kyungbaek Kim).
사용자 요청을 통한 강화 학습 기반 네트워크 프로비저닝
(Reinforcement Learning based Network Provisioning with User Requests).
In Proceedings of 2020년도 한국스마트미디어학회(KISM) 춘계학술대회, May 22-23, 2020, 조선대학교, 광주.
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- 염성웅, 김경백(Kyungbaek Kim).
통계적 가중치를 이용한 협력형 소스측 분산 서비스 거부 공격 탐지 기법
(Collaborative Source-Side DDoS Attack Detection using Statistical Weight).
In Proceedings of 2020 통신망운용관리(KNOM) 학술대회, May 15, 2020, Online KNOM Conference Venue.
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- 김현지, 박지연, 김경백(Kyungbaek Kim).
GAN을 이용한 CNN 기반 토마토 병해충 분류 성능 향상
(Performance enhancement of CNN based tomato pest classification with GAN).
In Proceedings of 2019년도 한국스마트미디어학회(KISM) 추계학술대회, November 7-8, 2019, 김대중컨벤션센터, 광주.
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- 최승진, 김대호, 임아연, 김경백(Kyungbaek Kim).
농가 전염병 확산 방지를 위한 질병 진단 IoT 서비스 플랫폼 설계 및 구현
(Design and Implementation of disease detection IoT service platform for reducing the spread of infections in farms).
In Proceedings of 2019년도 한국스마트미디어학회(KISM) 추계학술대회, November 7-8, 2019, 김대중컨벤션센터, 광주.
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- 염성웅, 쿼 홍 남, 김경백(Kyungbaek Kim).
위험운전행태 인식 기반 운전자 신뢰도 평가 시스템 설계
(Design of Driver Trustiness assessing system with dangerous driving behavior detection).
In Proceedings of 2019년도 한국스마트미디어학회(KISM) 추계학술대회, November 7-8, 2019, 김대중컨벤션센터, 광주.
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- 벨무루간 아레시 발라지, 염성웅, 김경백(Kyungbaek Kim).
암 연구를 위한 빅데이터 플랫폼의 최근 동향 및 문제점
(Recent Trends and Issues in Bigdata Platforms for Cancer Research).
In Proceedings of 2019년도 한국스마트미디어학회(KISM) 추계학술대회, November 7-8, 2019, 김대중컨벤션센터, 광주.
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- 권태용, 이왕광, 김성환, 염성웅, 김경백(Kyungbaek Kim).
Twitter기반 K-POP아티스트 상승 키워드 분석 및 군집화
(Twitter based Analysis and Clustering of Trending Keywords for K-POP Artist).
In Proceedings of 2019년도 한국스마트미디어학회(KISM) 추계학술대회, November 7-8, 2019, 김대중컨벤션센터, 광주.
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- 도 트엉 동, 백으뜸, 김경백(Kyungbaek Kim), 양형정.
주의 메커니즘이이있는 자동 인코더를 사용한 딥 연속 텍스트 클러스터링
(Deep Continuous Text Clustering using Autoencoder with Attention Mechanism).
In Proceedings of 2019년도 한국스마트미디어학회(KISM) 추계학술대회, November 7-8, 2019, 김대중컨벤션센터, 광주.
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- 박태환, 김경백(Kyungbaek Kim), 신원.
WannaCryptor 랜섬웨어 확산 예측 모델 연구
(A Prediction Model for the Spread of WannaCryptor Ransomware).
In Proceedings of 2019 정보보호학회(KIISC) 하계학술대회(CISC-S), June 20-22, 2019, 동명대학교, 부산.
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- 염성웅, 김경백(Kyungbaek Kim).
협력형 소스측 서비스 거부 공격 탐지 기법 연구
(A Study on Collaborative Source-Side DoS Attack Detection).
In Proceedings of 2019 한국통신학회(KICS) 하계학술대회, June 19-21, 2019, 제주.
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- 염성웅, 뉘엔 지앙 쓰엉, 뉘엔 반 퀴엣, 김경백(Kyungbaek Kim).
유해 네트워크 트래픽 탐지를 위한 컨볼루션 신경망기반 트래픽 분류 기법 연구
(A Study on Convolutional Neural Network based Traffic Classification Methods for Detecting Malicious Network Traffic).
In Proceedings of 2019 통신망운용관리(KNOM) 학술대회, May 31, 2019, 계명대학교, 대구.
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- 뉘엔 반 퀴엣, 김경백(Kyungbaek Kim).
다형 IoT 데이터 관리를 위한 관계형 데이터베이스와 그래프 데이터베이스 비교
(Comparison of Relational Databases and Graph Databases for Heterogeneous IoT Data Management).
In Proceedings of 2019년도 한국스마트미디어학회(KISM) 춘계학술대회, April 26-27, 2019, 한국교통대학교, 충주.
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- 염성웅, 뉘엔 지앙 즈엉, 뉘엔 반 퀴엣, 김경백(Kyungbaek Kim).
LSTM기반 소스 측 DoS공격 탐지에서 특징벡터 영향 평가
(Feature vector impact assessment in LSTM-based source-side DoS attack detection).
In Proceedings of 2019년도 한국스마트미디어학회(KISM) 춘계학술대회, April 26-27, 2019, 한국교통대학교, 충주.
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- 뉘엔 양 쯔엉, 뉘엔 반 퀴엣, 뉘엔 휴 쥐, 김경백(Kyungbaek Kim).
LSTM기반의 네트워크 트래픽 용량 예측
(LSTM based Network Traffic Volume Prediction).
In Proceedings of 2018년도 한국정보처리학회(KIPS) 추계학술대회, November 02-03, 2018, 부경대학교, 부산.
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- 뉘엔 반 퀴엣, 뉘엔 휴 쥐, 뉘엔 양 쯔엉, 김경백(Kyungbaek Kim).
이종 IoT 데이터 표현을 위한 그래프 모델: 스마트 캠퍼스 관리 사례 연구
(A Graph Model of Heterogeneous IoT Data Representation: A Case Study from Smart Campus Management).
In Proceedings of 2018년도 한국정보처리학회(KIPS) 추계학술대회, November 02-03, 2018, 부경대학교, 부산.
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- 뉘엔 휴 쥐, 뉘엔 반 퀴엣, 뉘엔 양 쯔엉, 권태용, 염성웅, 김경백(Kyungbaek Kim).
위치인지 능동 네트워크 제공을 위한 프레임워크 구현
(Implementation of a Framework for Location-aware Dynamic Network Provisioning).
In Proceedings of 2018년도 한국정보처리학회(KIPS) 추계학술대회, November 02-03, 2018, 부경대학교, 부산.
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- 염성웅,권태용,김경백(Kyungbaek Kim).
도커 컨테이너 기반 사용자 맞춤형 CCTV 서비스 설계 및 구현
(Design and Implementation of Docker Container based User Customized CCTV Service).
In Proceedings of 2018년도 한국정보처리학회(KIPS) 추계학술대회, November 02-03, 2018, 부경대학교, 부산.
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- 뉘엔 휴 쥐, 뉘엔 반 퀴엣, 황 쿽 비엣, 김경백(Kyungbaek Kim).
다중 위치인지 네트워크 제공을 위한 네트워크 경로 설정
(Big Data Analytics and Visualization Techniques A Case Study from Agriculture Domain).
In Proceedings of 2018년 통신망운용관리 학술대회(KNOM Conference 2018), May 10-11, 2018, 제주대학교, 제주.
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- 뉘엔 반 퀴엣, 뉘엔 지앙 쓰엉, 뉘엔 신 녹, 최진태, 김경백(Kyungbaek Kim).
Big Data Analytics and Visualization Techniques A Case Study from Agriculture Domain.
In Proceedings of 2017년도 한국스마트미디어학회 추계학술발표대회, November 03-04, 2017, 목포대학교, 목포.
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- 이왕광, 김성환, 염성웅, 최진태, 김경백(Kyungbaek Kim).
컨테이너 기반 대규모 IoT 센서 데이터 수집 서비스 구현
(Implementation of Container based Scalable IoT Sensor Data Collection Service).
In Proceedings of 2017년도 한국스마트미디어학회 추계학술발표대회, November 03-04, 2017, 목포대학교, 목포.
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- 김성환, 이왕광, 염성웅, 최진태, 송왕철 김경백(Kyungbaek Kim).
다양한 사용자 환경을 위한 도커 컨테이너 기반 스트리밍 서비스 구현
(Implementation of Docker Container based Streaming Service for Heterogeneous User Environment).
In Proceedings of 2017년도 한국스마트미디어학회 추계학술발표대회, November 03-04, 2017, 목포대학교, 목포.
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- 최진태, 뉘엔 신 응억, 김경백(Kyungbaek Kim).
유해 네트워크 트래픽 탐지를 위한 트래픽 분류 기법 성능 비교
(Performance Comparison of Traffic Classification Methods for Detecting Malicious Network Traffic).
In Proceedings of 2017년도 한국인터넷정보학회 추계학술발표대회, November 03-04, 2017, 서울여자대학교, 서울.
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- 뉘엔 반 퀴엣, 뉘엔 신 응억, 김경백(Kyungbaek Kim).
위치 신뢰도를 이용한 복원력 강한 네트워크 제공 방안
(Enabling Resilient Network Provisioning by using Location -Trustiness).
In Proceedings of 2017년 통신망운용관리 학술대회(KNOM Conference 2017), June 02-03, 2017, 전남대학교, 광주.
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- 이왕광, 신기원, 김경백(Kyungbaek Kim).
유연한 교통 네트워크 서비스를 위한 네트워크 자원 예약 및 대역폭 동적 할당
(Network Resource Reservation and Bandwidth Allocation for Flexible Traffic Network Service).
In Proceedings of 2017년 통신망운용관리 학술대회(KNOM Conference 2017), June 02-03, 2017, 전남대학교, 광주.
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- 최진태, 김경백(Kyungbaek Kim).
IoT 환경에서 유무선 DDoS 공격 영향 분석
(Analysis of wireless and wired DDoS Attack under IoT environment).
In Proceedings of 2017년 통신망운용관리 학술대회(KNOM Conference 2017), June 02-03, 2017, 전남대학교, 광주.
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- 뉘엔 반 퀴엣, 김경백(Kyungbaek Kim).
Performance Evaluation between Hive on MapReduce and Spark SQL with BigBench and PAT
(Performance Evaluation between Hive on MapReduce and Spark SQL with BigBench and PAT).
In Proceedings of 2017년도 한국스마트미디어학회(KISM) 춘계학술대회, April 28-29, 2017, 서울대학교, 서울.
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- 뉘엔 반 퀴엣, 신 응억 뉘엔, 양 쯔엉 뉘엔, 김경백(Kyungbaek Kim).
소셜미디어 수집과 분석을 위한 재난 빅 데이터 플랫폼의 설계
(Design of a Disaster Big Data Platform for Collecting and Analyzing Social Media).
In Proceedings of 2017년도 한국정보처리학회(KIPS) 춘계학술대회, April 28-29, 2017, 제주대학교, 제주.
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- 뉘엔 반 퀴엣, 신 응억 뉘엔, 양 쯔엉 뉘엔, 김경백(Kyungbaek Kim).
소프트웨어 정의 네트워크를 위한 샘플링 기반 서비스거부공격 탐지 시스템 개선
(Enhancement of Sampling Based DDoS Detecting System for SDN).
In Proceedings of 2017년도 한국정보처리학회(KIPS) 춘계학술대회, April 28-29, 2017, 제주대학교, 제주.
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- 뉘엔 반 퀴엣, 뉘엔 신 녹, 김경백(Kyungbaek Kim).
농업 이미지 처리를 위한 빅데이터 플랫폼 설계 및 구현
(Design and Implementation of Big Data Platform for Image Processing in Agriculture).
In Proceedings of 2016년도 한국정보처리학회(KIPS) 추계학술대회, November 04-05, 2016, 부산대학교, 부산.
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- 부 둑 티엡, 그디 드하르마 누그하라, 김경백(Kyungbaek Kim), 최덕재.
미래 네트워크 제공을 위한 기계 학습 기반 스마트 서비스 추상화 계층 설계
(Design of Machine Learning Based Smart Service Abstraction Layer for Future Network Provisioning).
In Proceedings of 2016년도 한국정보처리학회(KIPS) 추계학술대회, November 04-05, 2016, 부산대학교, 부산.
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- 뉘엔 신 녹, 뉘엔 반 퀴엣, 김경백(Kyungbaek Kim).
Hbase와 HDFS에서 데이터 검색 시간 비교
(Comparison the query time of searching data on HBase and HDFS).
In Proceedings of 2016년도 한국스마트미디어학회(KISM) 추계학술대회, October 28-29, 2016, 호남대학교, 광주.
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- 뉘엔 반 퀴엣, 뉘엔 신 녹, 김경백(Kyungbaek Kim).
농업 빅데이터 처리를 위한 하둡과 스파크 성능 비교
(The Performance Comparison of Hadoop and Spark in Agriculture Big Data Processing).
In Proceedings of 2016년도 한국스마트미디어학회(KISM) 추계학술대회, October 28-29, 2016, 호남대학교, 광주.
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- 뉘엔 신 녹, 이윤기, 이왕광, 신기원, 김경백(Kyungbaek Kim).
서비스 거부 공격 탐지 및 방어를 위한 SDN 기반 IoT 게이트웨이 설계
(Design of SDN based IoT Gateway for Detecting and Preventing DoS attack).
In Proceedings of 2016년도 한국스마트미디어학회(KISM) 추계학술대회, October 28-29, 2016, 호남대학교, 광주.
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- 뉘엔 신 녹, 뉘엔 반 퀴엣, 부 둑 티엡, 김경백(Kyungbaek Kim).
재난관련 정보 수집 및 분석을 위한 빅데이터 플랫폼 설계 및 구축
(Design a Big Data platform for Collection and Analysis of Disaster Information).
In Proceedings of 2016년도 한국스마트미디어학회(KISM) 추계학술대회, October 28-29, 2016, 호남대학교, 광주.
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- 뉘엔 반 퀴엣, 뉘엔 신 녹, 부 둑 티엡, 김경백(Kyungbaek Kim).
하둡과 플럼 기반 농산품 가격 수집 시스템 설계와 구현
(Design and Implementation of a Crawling Agriculture Product Prices System based on Hadoop and Flume).
In Proceedings of 2016년도 한국스마트미디어학회(KISM) 추계학술대회, October 28-29, 2016, 호남대학교, 광주.
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- Ngoc Nguyen Sinh, Quyet Nguyen Van, 김경백(Kyungbaek Kim).
Spark기반의 농업 빅데이터 분석 플랫폼 설계
(Design of Spark based Agricultural Big Data Analysis Platform).
In Proceedings of 2016년도 한국스마트미디어학회(KISM) 춘계학술대회, April 29-30, 2016, 신라대학교, 부산.
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- Tiep Vu Duc, 김경백(Kyungbaek Kim).
SDN을 위한 네트워크 플러딩 공격 탐지 및 방어 시스템의 KOREN상의 평가
(Evaluation of Network Flooding Attack Detection/Prevention System for SDN in KOREN Network).
In Proceedings of 2016년도 한국스마트미디어학회(KISM) 춘계학술대회, April 29-30, 2016, 신라대학교, 부산.
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- Quyet Nguyen Van, 김경백(Kyungbaek Kim).
VLTNet: 위치 신뢰도 가중 네트워크 토폴로지 시각화 프레임워크
(VLTNet: A framework for Visualizaing location trustiness weighted Network Topology).
In Proceedings of 2016년도 한국스마트미디어학회(KISM) 춘계학술대회, April 29-30, 2016, 신라대학교, 부산.
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- Vu Duc Tiep, Nguyen Van Quyet, 김경백(Kyungbaek Kim).
지오소셜 정보 기반 개인 맞춤형 경보 시스템 원형 구현
(Prototype Implementation of a Personalized Warning Notification System based on Geosocial Information).
In Proceedings of 2015년도 한국정보처리학회(KIPS) 추계학술대회, October 30-31, 2015, 한라대학교, 제주.
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- Vu Duc Tiep, Nguyen Tri Tuan Hiep, 김경백(Kyungbaek Kim).
대용량 네트워크 트래픽을 위한 SDN 플로우 테이블 캐쉬 대체 알고리즘 평가
(Evaluation of Replacement Algorithms of SDN Flow Table Cache for Heavy Network Traffics).
In Proceedings of 2015년도 한국스마트미디어학회(KISM) 추계학술대회, October 23-24, 2015, 조선대학교, 광주.
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- 이윤기, 김승욱, 김경백(Kyungbaek Kim).
SDN환경에서 네트워크 플러딩 공격 탐지 및 방어 시스템 구현
(Implementation of Network Flooding Attack Detection Prevention system for SDN).
In Proceedings of 2015년도 한국스마트미디어학회(KISM) 추계학술대회, October 23-24, 2015, 조선대학교, 광주.
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- Nguyen Van Quyet, 김경백(Kyungbaek Kim).
지진정보에 기반한 장소 신뢰도 계산 기법
(Method of Calculating Trustness of Location Based on Earthquake Information).
In Proceedings of 2015년도 한국스마트미디어학회(KISM) 추계학술대회, October 23-24, 2015, 조선대학교, 광주.
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- 정경승, Hiep Tuan Nguyen Tri 김경백(Kyungbaek Kim).
오픈소스 SW를 이용한 IDS NFV 구축 및 평가
(Deployment and Assessment of OpenSource SW based IDS NFV).
In Proceedings of 2015년도 한국통신학회(KICS) 광주지부 춘계학술대회, June 18-19, 2015, 조선대학교, 광주.
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- Rajashree Sokasane, Vu Duc Tiep, Pupah Lesley Ambi, 김경백(Kyungbaek Kim).
맞춤형 경보 통지 시스템을 위한 지식기반 메시지 생성기 설계
(Design of Knowledge-based Message Generator for Personalized Warnig Notification System).
In Proceedings of 2015년도 한국지식정보기술학회(KKITS) 춘계학술대회, May 29-30, 2015, 전남대학교, 광주.
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- Hiep T. Nguyen Tri, 김경백(Kyungbaek Kim).
고확장성 SDN을 위한 랭킹 기반 플로우 교체 기법
(Ranking-based Flow Replacement Method for Highly Scalable SDN).
In Proceedings of 2015년도 한국정보처리학회(KIPS) 춘계학술대회, April 24-25, 2015, 숙명여자대학교, 서울.
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- 황성민, 김경백(Kyungbaek Kim).
소셜 네트워크에서의 우선순위 인지 영향력 최대화
(Priority Aware Influence Maximization in Social Network).
In Proceedings of 2015년도 한국스마트미디어학회(KISM) 춘계학술대회, April 24-25, 2015, 숭실대학교, 서울.
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- Hiep T. Nguyen Tri, 김경백(Kyungbaek Kim).
SDN 플로우 테이블 제한에 따른 리소스 어택
(Resource Attack Based On Flow Table Limitation in SDN).
In Proceedings of 2014년도 한국정보처리학회(KIPS) 추계학술대회, November 07-08, 2014, 부산외국어대학교, 부산.
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- Rajashree S. Sokasane, 김경백(Kyungbaek Kim).
스마트 폰 사용에 따른 사용자의 태도 예측
(Predicting User Attitude Based On Smartphone Usage).
In Proceedings of 2014년도 한국정보처리학회(KIPS) 추계학술대회, November 07-08, 2014, 부산외국어대학교, 부산.
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- 정경승, 김승욱, 기현아, 김경백(Kyungbaek Kim).
위치기반 소셜 메시징을 위한 사용자 인터페이스 구현
(Implementation of User Interface for Location-based Social Messaging System).
In Proceedings of 2014년도 한국정보처리학회(KIPS) 추계학술대회, November 07-08, 2014, 부산외국어대학교, 부산.
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- 황성민, 김경백(Kyungbaek Kim).
사용자 그룹을 고려한 소셜 네트워크 상의 정보 전파에 대한 연구
(A Study on Information Diffusion in Social Networks Considering User Groups).
In Proceedings of 2014년도 한국정보처리학회(KIPS) 추계학술대회, November 07-08, 2014, 부산외국어대학교, 부산.
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- 소카세인 라자쉬리(Rajashree Sokasane), 김경백(Kyungbaek Kim).
위치 클러스터를 사용한 개인 특성화 식별
(Towards User Personality Identification by Using Location Clustering).
In Proceedings of 2014년도 한국빅데이터서비스학회(KBDS) 학술대회, July 03-05, 2014, 제주.
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- 황성민, 김경백(Kyungbaek Kim).
사용자 선호도를 고려한 온라인 소셜 네트워크 상의 메시지 전파
(Considering User Preference in Message Spreading over Online Social Network).
In Proceedings of 2014년도 한국스마트미디어학회(KISM) 춘계학술대회, April 25-26, 2014, 대구가톨릭대학교, 대구.
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- 윤용상, 김경백(Kyungbaek Kim).
정류장 및 노선 정보를 이용한 GPS기반 버스 노선 추측 알고리즘
(GPS based Bus Route Estimation Algorithm by Using Information of Bus Stops and Routes).
In Proceedings of 2014년도 한국정보처리학회(KIPS) 춘계학술대회, April 24-25, 2014, 아주대학교, 수원.
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- 소카세인 라자쉬리(Rajashree Sokasane), 뉴엔 트리 투안 힙(Hiep Nguyen Tri Tuan), 황성민, 김경백(Kyungbaek Kim).
Peer-to-Peer 기법을 이용항 Eduroam
(Peer-to-Peer Approach for Eduroam).
In Proceedings of 2013년도 한국스마트미디어학회(KISM) 추계학술대회, November 29-30, 2013, 군산대학교, 군산.
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- 김경백(Kyungbaek Kim).
근접도-인지 이웃노드 선택 알고리즘 구현과 테스트
(Implementing and testing a proximity-aware neighbor selection algorithm).
In Proceedings of 2013년도 한국지식정보기술학회(KKITS) 추계학술대회, November 22-23, 2013, 나사렛대학교, 천안.
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- 윤용상, 김경백(Kyungbaek Kim).
사용자 이동 방식 인지를 위한 위치정보 수집 및 분석
(Collection and Analysis of Location Data for Recognizing User Movement Methods).
In Proceedings of 2013년도 한국정보처리학회(KIPS) 추계학술대회, May 31-June 01, 2013, 순천대학교, 순천.
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- 김경백(Kyungbaek Kim).
Compromised 노드 특성에 따른 Sybil Attack의 성능 평가
(Assessing the performance of Sybil Attack based on the characteristics of Compromised nodes).
In Proceedings of 2013년도 한국스마트미디어학회(KISM) 춘계학술대회, May 31-June 01, 2013, 순천대학교, 순천.
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- 김경백(Kyungbaek Kim).
지리적 장애하의 오버레이 네트워크 평가를 위한 에뮬레이션 플랫폼 구현
(Implementation of the emulation platform for evaluating overlay networks under geography-correlated failures).
In Proceedings of 2013년도 한국통신학회(KICS) 춘계학술발표대회, May 10, 2013, 나주.
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- 김경백(Kyungbaek Kim).
OSN기반 Sybil-resistant trust value 추출 기법들에 대한 성능평가
(Assessing the performance of extraction methods for OSN-based Sybil-resistant trust values).
In Proceedings of 제 39 회 한국정보처리학회(KIPS) 춘계학술발표대회, May 10 - 11, 2013, 부산.
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- 김경백(Kyungbaek Kim).
다중 채널 소셜 네트워크상의 메시지 전송 시뮬레이터
(Simulator of message dissemination over social networks with multiple channel).
In Proceedings of 2012년도 한국스마트미디어학회(KISM) 추계학술발표대회, November 30 - December 1, 2012, 전주.
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- 이명국, 김경백(Kyungbaek Kim).
효과적인 모빌리티 인지 퍼브-서브 시스템을 위한 Q+R 트리 기반의 브로커 네트워크
(Q+R tree based broker network for efficient mobility aware pub-sub system).
In Proceedings of 제 38 회 한국정보처리학회(KIPS) 추계학술발표대회, November 22 - 23, 2012, 제주.
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- 김경백(Kyungbaek Kim).
예측하기 힘든 광범위 지역 장애에 대응하기 위한 안정적인 오버레이 메시지 전송
(Reliable Overlay Message Dissemination under Unexpected Large Scale Geo-Correlated Failure).
In Proceedings of 2012년도 한국스마트미디어학회(KISM) 춘계학술발표대회, April 19 - 20, 2012, 제주.
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- Michael Sirivianos, Xiaowei Yang, and Kyungbaek Kim.
SocialFilter: Collaborative Spam Mitigation Using Social Network.
CoRR arXiv, 2009.
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- Michael Sirivianos, Xiaowei Yang, and Kyungbaek Kim.
FaceTrust: Assessing the Credibility of Online Personas via Social Networks.
Duke Technical Report, 2009.
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- Michael Sirivianos, Xiaowei Yang, and Kyungbaek Kim.
FaceTrust: Collaborative Threat Mitigation Using Social Networks.
Duke Technical Report, 2008.
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