Myung-Sup Kim - RankMe

110 papers B 10C 44Journal 42Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A filter-and-refine approach to lightweight application traffic classification. ICT Express Ui-Jun Baek, Jee-Tae Park, Yoon-Seong Jang, Ju-Sung Kim, Yang-Seo Choi, Myung-Sup Kim
2025	J	`jnl`	Data Augmentation-Based Enhancement for Efficient Network Traffic Classification. IEEE Access Chang-Yui Shin, Yang-Seo Choi, Myung-Sup Kim
2025	J	`jnl`	Multi-Level Pre-Training for Encrypted Network Traffic Classification. IEEE Access Jee-Tae Park, Yangseo Choi, Buseung Cho, Seung-Hae Kim, Myung-Sup Kim
2024	J	`jnl`	Global Communications Newsletter. IEEE Commun. Mag. Stefano Bregni, Yessica Saez, James Won-Ki Hong, Myung-Sup Kim, Baek-Young Choi, Roberto Riggio, Ana García Armada
2024	B	`conf`	Lightweight Multi-Input Shape CNN-based Application Traffic Classification. NOMS Ui-Jun Baek, Min-Seong Lee, Jee-Tae Park, Jeong Woo Choi, Chang-Yui Shin, Ju-Sung Kim, Yoon-Seong Jang, Myung-Sup Kim
2023	J	`jnl`	A Feasible and Explainable Network Traffic Classifier Utilizing DistilBERT. IEEE Access Chang-Yui Shin, Jee-Tae Park, Ui-Jun Baek, Myung-Sup Kim
2023	C	`conf`	Lightweight-Heavyweight Hybrid Approach for Application Traffic Classification. APNOMS Min-Seong Lee, Jee-Tae Park, Ui-Jun Baek, Chang-Yui Shin, Jeong-Woo Choi, Myung-Sup Kim
2023	C	`conf`	Network User Action Detection based on PSD Signature through Encrypted Traffic Analysis. APNOMS Jee-Tae Park, Ui-Jun Baek, Chang-Yui Shin, Min-Seong Lee, Jeong-Woo Choi, Myung-Sup Kim
2023	C	`conf`	Preprocessing and Analysis of an Open Dataset in Application Traffic Classification. APNOMS Ui-Jun Baek, Min-Seong Lee, Jee-Tae Park, Jeong-Woo Choi, Chang-Yui Shin, Myung-Sup Kim
2023	J	`jnl`	User Behavior Detection Using Multi-Modal Signatures of Encrypted Network Traffic. IEEE Access Jee-Tae Park, Chang-Yui Shin, Ui-Jun Baek, Myung-Sup Kim
2022	J	`jnl`	A novel blockchain-enabled heart disease prediction mechanism using machine learning. Comput. Electr. Eng. Huru Hasanova, Muhammad Tufail, Ui-Jun Baek, Jee-Tae Park, Myung-Sup Kim
2022	—	`conf`	Automatic Rule Generation Method for User Action Detection from Traffic Data. ICTC Jee-Tae Park, Chang-Yui Shin, Jeong-Woo Choi, Ui-Jun Baek, Min-Seong Lee, Myung-Sup Kim
2022	C	`conf`	MISCNN: A Novel Learning Scheme for CNN-Based Network Traffic Classification. APNOMS Ui-Jun Baek, Boseon Kim, Jee-Tae Park, Jeong-Woo Choi, Myung-Sup Kim
2022	C	`conf`	Rule-based User Behavior Detection System for SaaS Application. APNOMS Jee-Tae Park, Ui-Jun Baek, Myung-Sup Kim, Min-Seong Lee, Chang-Yui Shin
2021	J	`jnl`	A message keyword extraction approach by accurate identification of field boundaries. Int. J. Netw. Manag. Young-Hoon Goo, Kyu-Seok Shim, Min-Seob Lee, Myung-Sup Kim
2021	J	`jnl`	Flow based Sequential Grouping System for Malicious Traffic Detection. KSII Trans. Internet Inf. Syst. Jee-Tae Park, Ui-Jun Baek, Min-Seong Lee, Young-Hoon Goo, Sung-Ho Lee, Myung-Sup Kim
2020	B	`ed.`	16th International Conference on Network and Service Management, CNSM 2020, Izmir, Turkey, November 2-6, 2020 CNSM Nur Zincir-Heywood, Mehmet Ulema, Müge Sayit, Stuart Clayman, Myung-Sup Kim, Cihat Cetinkaya
2020	C	`conf`	An Automatic Protocol Reverse Engineering Approach from the Viewpoint of the TCP/IP Reference Model. APNOMS Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Jee-Tae Park, Mu-Gon Shin, Myung-Sup Kim
2020	J	`jnl`	Clustering method in protocol reverse engineering for industrial protocols. Int. J. Netw. Manag. Kyu-Seok Shim, Young-Hoon Goo, Min-Seob Lee, Myung-Sup Kim
2020	C	`conf`	Comparison of Distance Measurement in Time Series Clustering for Predicting Bitcoin Prices. APNOMS Ui-Jun Baek, Mu-Gon Shin, Min-Seong Lee, Boseon Kim, Jee-Tae Park, Myung-Sup Kim
2020	J	`jnl`	Editorial for special issue on "challenges and opportunities of Blockchain and Cryptocurrency". Int. J. Netw. Manag. Hongtaek Ju, Raouf Boutaba, Myung-Sup Kim, Burkhard Stiller
2020	J	`jnl`	Two-Pathway Model for Enhancement of Protocol Reverse Engineering. KSII Trans. Internet Inf. Syst. Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Myung-Sup Kim
2019	C	`conf`	A Method for Extracting Static Fields in Private Protocol Using Entropy and Statistical Analysis. APNOMS Min-Seob Lee, Young-Hoon Goo, Kyu-Seok Shim, Sung-Ho Yoon, Se-Hyun Ji, Myung-Sup Kim
2019	J	`jnl`	A survey on blockchain cybersecurity vulnerabilities and possible countermeasures. Int. J. Netw. Manag. Huru Hasanova, Ui-Jun Baek, Mu-Gon Shin, Kyunghee Cho, Myung-Sup Kim
2019	J	`jnl`	Automatic Payload Signature Update System for the Classification of Dynamically Changing Internet Applications. KSII Trans. Internet Inf. Syst. Kyu-Seok Shim, Young-Hoon Goo, Dongcheul Lee, Myung-Sup Kim
2019	C	`conf`	Best Feature Selection using Correlation Analysis for Prediction of Bitcoin Transaction Count. APNOMS Se-Hyun Ji, Ui-Jun Baek, Mu-Gon Shin, Young-Hoon Goo, Jun-Sang Park, Myung-Sup Kim
2019	C	`conf`	Block Analysis in Bitcoin System Using Clustering with Dimension Reduction. APNOMS Mu-Gon Shin, Ui-Jun Baek, Kyu-Seok Shim, Jee-Tae Park, Sung-Ho Yoon, Myung-Sup Kim
2019	C	`conf`	DDoS Attack Detection on Bitcoin Ecosystem using Deep-Learning. APNOMS Ui-Jun Baek, Se-Hyun Ji, Jee-Tae Park, Min-Seob Lee, Jun-Sang Park, Myung-Sup Kim
2019	J	`jnl`	Managing a World of Things: A Report on APNOMS2017. J. Netw. Syst. Manag. Myung-Sup Kim, Haruo Oishi, Jiun-Long Huang, Hongtaek Ju, Kiyohito Yoshihara, Chih-Wei Yi, Taesang Choi
2019	J	`jnl`	Protocol Specification Extraction Based on Contiguous Sequential Pattern Algorithm. IEEE Access Young-Hoon Goo, Kyu-Seok Shim, Min-Seob Lee, Myung-Sup Kim
2018	—	`conf`	A Study on the Method to Extract Clear Fields From the Private Protocol. ICTC Min-Seob Lee, Kyu-Seok Shim, Young-Hoon Goo, Myung-Sup Kim
2018	J	`jnl`	A Survey of Automatic Protocol Reverse Engineering Approaches, Methods, and Tools on the Inputs and Outputs View. Secur. Commun. Networks Baraka D. Sija, Young-Hoon Goo, Kyu-Seok Shim, Huru Hasanova, Myung-Sup Kim
2018	J	`jnl`	Automatic Payload Signature Generation for Accurate Identification of Internet Applications and Application Services. KSII Trans. Internet Inf. Syst. Baraka D. Sija, Kyu-Seok Shim, Myung-Sup Kim
2018	J	`jnl`	Effective behavior signature extraction method using sequence pattern algorithm for traffic identification. Int. J. Netw. Manag. Kyu-Seok Shim, Sung-Ho Yoon, Baraka D. Sija, Jun-Sang Park, Kyunghee Cho, Myung-Sup Kim
2018	B	`conf`	Framework for precise protocol reverse engineering based on network traces. NOMS Young-Hoon Goo, Kyu-Seok Shim, Byeong-Min Chae, Myung-Sup Kim
2018	B	`conf`	Inference of network unknown protocol structure using CSP(Contiguous Sequence Pattern) algorithm based on tree structure. NOMS Kyu-Seok Shim, Young-Hoon Goo, Min-Seob Lee, Huru Hasanova, Myung-Sup Kim
2018	—	`conf`	Network Attack Traffic Detection for Calculating Correlation of the Flow. ICTC Jee-Tae Park, Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Myung-Sup Kim
2018	B	`conf`	Network attack traffic detection using seed based sequential grouping model. NOMS Jee-Tae Park, Sung-Ho Lee, Young-Hoon Goo, Ui-Jun Baek, Myung-Sup Kim
2018	—	`conf`	The Method of Clustering Network Traffic Classifications for Extracting Payload Signature by Function. ICTC Kyu-Seok Shim, Young-Hoon Goo, Min-Seob Lee, Huru Hasanova, Myung-Sup Kim
2018	—	`conf`	The Method of Seed Based Grouping Malicious Traffic by Deep-Learning. ICTC Ui-Jun Baek, Jee-Tae Park, Huru Hasanova, Myung-Sup Kim
2017	C	`conf`	A traffic grouping method using the correlation model of network flow. APNOMS Young-Hoon Goo, Sung-Ho Lee, Seongyun Choi, Mi-Jung Choi, Myung-Sup Kim
2017	J	`jnl`	Application traffic classification using payload size sequence signature. Int. J. Netw. Manag. Kyu-Seok Shim, Jae-Hyun Ham, Baraka D. Sija, Myung-Sup Kim
2017	C	`conf`	Classification of application traffic using tensorflow machine learning. APNOMS Jee-Tae Park, Kyu-Seok Shim, Sung-Ho Lee, Myung-Sup Kim
2017	J	`jnl`	Header signature maintenance for Internet traffic identification. Int. J. Netw. Manag. Sung-Ho Yoon, Jun-Sang Park, Baraka D. Sija, Mi-Jung Choi, Myung-Sup Kim
2017	J	`jnl`	SigBox: Automatic Signature Generation Method for Fine-grained Traffic Identification. J. Inf. Sci. Eng. Kyu-Seok Shim, Sung-Ho Yoon, Su-Kang Lee, Myung-Sup Kim
2017	C	`conf`	SigManager: Automatic payload signature management system for the classification of dynamically changing internet applications. APNOMS Kyu-Seok Shim, Young-Hoon Goo, Sungyun Kim, Mi-Jung Choi, Myung-Sup Kim
2017	C	`conf`	Sky-Scope : Skype application traffic identification system. APNOMS Sung-Ho Lee, Young-Hoon Goo, Jee-Tae Park, Se-Hyun Ji, Myung-Sup Kim
2017	J	`jnl`	Softwarization of networks, clouds, and internet of things. Int. J. Netw. Manag. Filip De Turck, Joon-Myung Kang, Hyunseung Choo, Myung-Sup Kim, Baek-Young Choi, Remi Badonnel, James Won-Ki Hong
2017	C	`conf`	Structured whitelist generation in SCADA network using PrefixSpan algorithm. APNOMS Woo-Suk Jung, Jeong-Han Yun, Sin-Kyu Kim, Kyu-Seok Shim, Myung-Sup Kim
2017	C	`conf`	Survey on network protocol reverse engineering approaches, methods and tools. APNOMS Baraka D. Sija, Young-Hoon Goo, Kyu-Seok Shim, Sungyun Kim, Mi-Jung Choi, Myung-Sup Kim
2017	J	`jnl`	Toward Highly Available and Scalable Software Defined Networks for Service Providers. IEEE Commun. Mag. Dongeun Suh, Seokwon Jang, Sol Han, Sangheon Pack, Myung-Sup Kim, Taehong Kim, Chang-Gyu Lim
2016	C	`conf`	Finding the highly efficient application signature through payload signature quality evaluation. APNOMS Sung-Ho Lee, Young-Hoon Goo, Baraka D. Sija, Myung-Sup Kim
2016	J	`jnl`	Managing a Very Connected World: A Report on APNOMS2015. J. Netw. Syst. Manag. Myung-Sup Kim, Noriaki Kamiyama, Chih-Wei Yi, Won-Kyu Hong, Toshio Tonouchi, Chien Chen, Wang-Cheol Song
2016	C	`conf`	Payload signature structure for accurate application traffic classification. APNOMS Young-Hoon Goo, Kyu-Seok Shim, Su-Kang Lee, Myung-Sup Kim
2016	J	`jnl`	Performance Improvement of Traffic Classification Based on Application Traffic Locality. J. Inf. Sci. Eng. Jun-Sang Park, Sung-Ho Yoon, Su-Kang Lee, Youngjoon Won, Myung-Sup Kim
2016	C	`conf`	Whitelist representation for FTP service in SCADA system by using structured ACL model. APNOMS Woo-Suk Jung, Sung-Min Kim, Young-Hoon Goo, Myung-Sup Kim
2015	C	`conf`	A method for service identification of SSL/TLS encrypted traffic with the relation of session ID and Server IP. APNOMS Sung-Min Kim, Young-Hoon Goo, Myung-Sup Kim, Soo-Gil Choi, Mi-Jung Choi
2015	C	`conf`	Efficient payload signature structure for performance improvement of traffic identification. APNOMS Woo-Suk Jung, Jun-Sang Park, Myung-Sup Kim, Jae-Hyun Ham
2015	C	`conf`	Framework for multi-level application traffic identification. APNOMS Sung-Ho Yoon, Kyu-Seok Shim, Su-Kang Lee, Myung-Sup Kim
2015	J	`jnl`	HTTP Traffic Classification Based on Hierarchical Signature Structure. IEICE Trans. Inf. Syst. Sung-Ho Yoon, Jun-Sang Park, Ji-Hyeok Choi, Youngjoon Won, Myung-Sup Kim
2015	C	`conf`	High performance payload signature-based Internet traffic classification system. APNOMS Sung-Ho Lee, Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim
2015	C	`conf`	Network and system management object modeling for smart grid infrastructure. APNOMS Yoojin Kwon, Myung-Sup Kim, Yong Hun Lim, Jong In Lim
2015	C	`conf`	Research on automatic header-signature naming system for Internet service identification. APNOMS Su-Kang Lee, Sung-Ho Yoon, Myung-Sup Kim
2015	C	`conf`	Signature management system to cope with traffic changes in application and service. APNOMS Kyu-Seok Shim, Sung-Ho Yoon, Mi-Jung Choi, Myung-Sup Kim
2015	J	`jnl`	Traffic Identification Based on Applications using Statistical Signature Free from Abnormal TCP Behavior. J. Inf. Sci. Eng. Hyun-Min An, Su-Kang Lee, Jae-Hyun Ham, Myung-Sup Kim
2014	J	`jnl`	A Lightweight Software Model for Signature-Based Application-Level Traffic Classification System. IEICE Trans. Inf. Syst. Jun-Sang Park, Sung-Ho Yoon, Youngjoon Won, Myung-Sup Kim
2014	J	`jnl`	Application Traffic Classification using PSS Signature. KSII Trans. Internet Inf. Syst. Jae-Hyun Ham, Hyun-Min An, Myung-Sup Kim
2014	C	`conf`	Application traffic classification in Hadoop distributed computing environment. APNOMS Kyu-Seok Shim, Su-Kang Lee, Myung-Sup Kim
2014	—	`conf`	Behavior signature for big data traffic identification. BigComp Sung-Ho Yoon, Jun-Sang Park, Myung-Sup Kim, ChaeTae Lim, Junhyung Cho
2014	J	`jnl`	Integrated Internet Application-level Traffic Classification. KSII Trans. Internet Inf. Syst. Mi-Jung Choi, Jun-Sang Park, Myung-Sup Kim
2014	J	`jnl`	Linear SVM-Based Android Malware Detection for Reliable IoT Services. J. Appl. Math. Hyo-Sik Ham, Hwan-Hee Kim, Myung-Sup Kim, Mi-Jung Choi
2014	—	`conf`	Linear SVM-Based Android Malware Detection. FCC Hyo-Sik Ham, Hwan-Hee Kim, Myung-Sup Kim, Mi-Jung Choi
2014	C	`conf`	Packet out-of-order and retransmission in statistics-based traffic analysis. APNOMS Su-Kang Lee, Hyun-Min Ahn, Myung-Sup Kim
2013	C	`conf`	An efficient method to maintain the header signatures for internet traffic identification. APNOMS Sung-Ho Yoon, Myung-Sup Kim
2013	C	`conf`	Application traffic classification using statistic signature. APNOMS Hyun-Min An, Myung-Sup Kim, Jae-Hyun Ham
2013	J	`jnl`	Fine-grained traffic classification based on functional separation. Int. J. Netw. Manag. Byungchul Park, Youngjoon Won, Jae Yoon Chung, Myung-Sup Kim, James Won-Ki Hong
2013	C	`conf`	Improved processing speed of traffic classification based on payload signature hierarchy. APNOMS Ji-Hyeok Choi, Myung-Sup Kim
2013	C	`conf`	Performance improvement of payload signature-based traffic classification system using application traffic temporal locality. APNOMS Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim
2012	B	`conf`	Signature maintenance for Internet application traffic identification using header signatures. NOMS Sung-Ho Yoon, Jun-Sang Park, Myung-Sup Kim
2012	C	`conf`	Study on traffic classification taxonomy for multilateral and hierarchical traffic classification. APNOMS Ji-Hye Kim, Sung-Ho Yoon, Myung-Sup Kim
2012	C	`conf`	Towards smart phone traffic classification. APNOMS Min Hur, Myung-Sup Kim
2011	C	`conf`	A study identifying the connection type of an end-host to the network using Round-Trip-Time. APNOMS Min Hur, Hyun-Shin Lee, Myung-Sup Kim
2011	C	`conf`	A study on Smart-phone traffic analysis. APNOMS Sang-Woo Lee, Jun-Sang Park, Hyun-Shin Lee, Myung-Sup Kim
2011	C	`conf`	Research on traffic taxonomy for Internet traffic classification. APNOMS Ji-Hye Kim, Sung-Ho Yoon, Myung-Sup Kim
2011	—	`conf`	Software Architecture for a Lightweight Payload Signature-Based Traffic Classification System. TMA Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim
2011	C	`conf`	Towards management of machine to machine networks. APNOMS Suman Pandey, Mi-Jung Choi, Myung-Sup Kim, James W. Hong
2010	B	`ed.`	IEEE/IFIP Network Operations and Management Symposium, NOMS 2010, 19-23 April 2010, Osaka, Japan NOMS Yoshiaki Kiriha, Lisandro Zambenedetti Granville, Deep Medhi, Toshio Tonouchi, Myung-Sup Kim
2010	J	`jnl`	Real-time Classification of Internet Application Traffic using a Hierarchical Multi-class SVM. KSII Trans. Internet Inf. Syst. Jaehak Yu, Hansung Lee, Younghee Im, Myung-Sup Kim, Daihee Park
2009	C	`conf`	Internet Application Traffic Classification Using Fixed IP-Port. APNOMS Sung-Ho Yoon, Jin-Wan Park, Jun-Sang Park, Young-Seok Oh, Myung-Sup Kim
2008	C	`conf`	Design and Implementation of an SNMP-Based Traffic Flooding Attack Detection System. APNOMS Jun-Sang Park, Myung-Sup Kim
2008	C	`conf`	Empirical Analysis of Application-Level Traffic Classification Using Supervised Machine Learning. APNOMS Byungchul Park, Young J. Won, Mi-Jung Choi, Myung-Sup Kim, James W. Hong
2008	J	`jnl`	Fault Detection and Diagnosis in IP-Based Mission Critical Industrial Process Control Networks. IEEE Commun. Mag. Young J. Won, Mi-Jung Choi, James Won-Ki Hong, Myung-Sup Kim, Hwa Won Hwang, Jun Hyub Lee, Sung-Gyoo Lee
2008	B	`conf`	Towards automated application signature generation for traffic identification. NOMS Byung-Chul Park, Young J. Won, Myung-Sup Kim, James W. Hong
2008	J	`jnl`	Traffic flooding attack detection with SNMP MIB using SVM. Comput. Commun. Jaehak Yu, Hansung Lee, Myung-Sup Kim, Daihee Park
2007	C	`conf`	Autonomic Network Resource Management Using Virtual Network Concept. APNOMS Myung-Sup Kim, Alberto Leon-Garcia
2007	C	`conf`	Measurement Analysis of IP-Based Process Control Networks. APNOMS Young J. Won, Mi-Jung Choi, Myung-Sup Kim, Hong-Sun Noh, Jun Hyub Lee, Hwa Won Hwang, James Won-Ki Hong
2006	—	`conf`	A Hybrid Approach for Accurate Application Traffic Identification. E2EMON Young J. Won, Byung-Chul Park, Hong-Taek Ju, Myung-Sup Kim, James W. Hong
2006	J	`jnl`	A generic architecture for autonomic service and network management. Comput. Commun. Yu Cheng, Ramy Farha, Myung-Sup Kim, Alberto Leon-Garcia, James Won-Ki Hong
2006	J	`jnl`	Characteristic analysis of internet traffic from the perspective of flows. Comput. Commun. Myung-Sup Kim, Young J. Won, James W. Hong
2005	—	`conf`	Towards an Autonomic Service Architecture. IPOM Ramy Farha, Myung-Sup Kim, Alberto Leon-Garcia, James Won-Ki Hong
2005	J	`jnl`	Virtual network approach to scalable IP service deployment and efficient resource management. IEEE Commun. Mag. Yu Cheng, Ramy Farha, Ali Tizghadam, Myung-Sup Kim, Massoud R. Hashemi, Alberto Leon-Garcia, James Won-Ki Hong
2005	B	`conf`	Virtual network based autonomic network resource control and management system. GLOBECOM Myung-Sup Kim, Ali Tizghadam, Alberto Leon-Garcia, James Won-Ki Hong
2004	—	`conf`	A flow-based method for abnormal network traffic detection. NOMS (1) Myung-Sup Kim, Hun-Jeong Kang, Seong-Cheol Hong, Seung-Hwa Chung, James W. Hong
2003	—	`conf`	A Method on Multimedia Service Traffic Monitoring and Analysis. DSOM Hun-Jeong Kang, Myung-Sup Kim, James Won-Ki Hong
2003	—	`conf`	Towards Peer-to-Peer Traffic Analysis Using Flows. DSOM Myung-Sup Kim, Hun-Jeong Kang, James Won-Ki Hong
2002	J	`jnl`	A load cluster management system using SNMP and web. Int. J. Netw. Manag. Myung-Sup Kim, Mi-Joung Choi, James Won-Ki Hong
2002	B	`conf`	Highly available and efficient load cluster management system using SNMP and Web. NOMS Myung-Sup Kim, Mi-Jeong Choi, James W. Hong
2002	—	`conf`	The Architecture of NG-MON: A Passive Network Monitoring System for High-Speed IP Networks. DSOM Sehee Han, Myung-Sup Kim, Hong-Taek Ju, James Won-Ki Hong
2000	J	`jnl`	Performance analysis of extended OQPSK carrier phase recovery algorithm in satellite channel. IEEE Trans. Consumer Electron. Ji Won Jung, Myung-Sup Kim
1999	J	`jnl`	Design and implementation of a distributed multimedia collaborative environment. Clust. Comput. James Won-Ki Hong, Young-Mi Shin, Myung-Sup Kim, Jae-Young Kim, Young-Ho Suh