Myung-Sup Kim

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 59

Top Venues

APNOMS

Int. J. Netw. Manag.

KSII Trans. Internet Inf. Syst.

ICTC

Publications

Jee-Tae Park, Ui-Jun Baek, Chang-Yui Shin, Min-Seong Lee, Jeong-Woo Choi, Myung-Sup Kim
Network User Action Detection based on PSD Signature through Encrypted Traffic Analysis. APNOMS (2023)
Min-Seong Lee, Jee-Tae Park, Ui-Jun Baek, Chang-Yui Shin, Jeong-Woo Choi, Myung-Sup Kim
Lightweight-Heavyweight Hybrid Approach for Application Traffic Classification. APNOMS (2023)
Jee-Tae Park, Chang-Yui Shin, Ui-Jun Baek, Myung-Sup Kim
User Behavior Detection Using Multi-Modal Signatures of Encrypted Network Traffic. IEEE Access 11 (2023)
Ui-Jun Baek, Min-Seong Lee, Jee-Tae Park, Jeong-Woo Choi, Chang-Yui Shin, Myung-Sup Kim
Preprocessing and Analysis of an Open Dataset in Application Traffic Classification. APNOMS (2023)
Chang-Yui Shin, Jee-Tae Park, Ui-Jun Baek, Myung-Sup Kim
A Feasible and Explainable Network Traffic Classifier Utilizing DistilBERT. IEEE Access 11 (2023)
Ui-Jun Baek, Boseon Kim, Jee-Tae Park, Jeong-Woo Choi, Myung-Sup Kim
MISCNN: A Novel Learning Scheme for CNN-Based Network Traffic Classification. APNOMS (2022)
Huru Hasanova, Muhammad Tufail, Ui-Jun Baek, Jee-Tae Park, Myung-Sup Kim
A novel blockchain-enabled heart disease prediction mechanism using machine learning. Comput. Electr. Eng. 101 (2022)
Jee-Tae Park, Ui-Jun Baek, Myung-Sup Kim, Min-Seong Lee, Chang-Yui Shin
Rule-based User Behavior Detection System for SaaS Application. APNOMS (2022)
Jee-Tae Park, Chang-Yui Shin, Jeong-Woo Choi, Ui-Jun Baek, Min-Seong Lee, Myung-Sup Kim
Automatic Rule Generation Method for User Action Detection from Traffic Data. ICTC (2022)
Jee-Tae Park, Ui-Jun Baek, Min-Seong Lee, Young-Hoon Goo, Sung-Ho Lee, Myung-Sup Kim
Flow based Sequential Grouping System for Malicious Traffic Detection. KSII Trans. Internet Inf. Syst. 15 (10) (2021)
Young-Hoon Goo, Kyu-Seok Shim, Min-Seob Lee, Myung-Sup Kim
A message keyword extraction approach by accurate identification of field boundaries. Int. J. Netw. Manag. 31 (4) (2021)
Kyu-Seok Shim, Young-Hoon Goo, Min-Seob Lee, Myung-Sup Kim
Clustering method in protocol reverse engineering for industrial protocols. Int. J. Netw. Manag. 30 (6) (2020)
Hongtaek Ju, Raouf Boutaba, Myung-Sup Kim, Burkhard Stiller
Editorial for special issue on "challenges and opportunities of Blockchain and Cryptocurrency". Int. J. Netw. Manag. 30 (5) (2020)
Ui-Jun Baek, Mu-Gon Shin, Min-Seong Lee, Boseon Kim, Jee-Tae Park, Myung-Sup Kim
Comparison of Distance Measurement in Time Series Clustering for Predicting Bitcoin Prices. APNOMS (2020)
Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Myung-Sup Kim
Two-Pathway Model for Enhancement of Protocol Reverse Engineering. KSII Trans. Internet Inf. Syst. 14 (11) (2020)
Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Jee-Tae Park, Mu-Gon Shin, Myung-Sup Kim
An Automatic Protocol Reverse Engineering Approach from the Viewpoint of the TCP/IP Reference Model. APNOMS (2020)
Young-Hoon Goo, Kyu-Seok Shim, Min-Seob Lee, Myung-Sup Kim
Protocol Specification Extraction Based on Contiguous Sequential Pattern Algorithm. IEEE Access 7 (2019)
Ui-Jun Baek, Se-Hyun Ji, Jee-Tae Park, Min-Seob Lee, Jun-Sang Park, Myung-Sup Kim
DDoS Attack Detection on Bitcoin Ecosystem using Deep-Learning. APNOMS (2019)
Myung-Sup Kim, Haruo Oishi, Jiun-Long Huang, Hongtaek Ju, Kiyohito Yoshihara, Chih-Wei Yi, Taesang Choi
Managing a World of Things: A Report on APNOMS2017. J. Netw. Syst. Manag. 27 (2) (2019)
Mu-Gon Shin, Ui-Jun Baek, Kyu-Seok Shim, Jee-Tae Park, Sung-Ho Yoon, Myung-Sup Kim
Block Analysis in Bitcoin System Using Clustering with Dimension Reduction. APNOMS (2019)
Min-Seob Lee, Young-Hoon Goo, Kyu-Seok Shim, Sung-Ho Yoon, Se-Hyun Ji, Myung-Sup Kim
A Method for Extracting Static Fields in Private Protocol Using Entropy and Statistical Analysis. APNOMS (2019)
Kyu-Seok Shim, Young-Hoon Goo, Dongcheul Lee, Myung-Sup Kim
Automatic Payload Signature Update System for the Classification of Dynamically Changing Internet Applications. KSII Trans. Internet Inf. Syst. 13 (3) (2019)
Se-Hyun Ji, Ui-Jun Baek, Mu-Gon Shin, Young-Hoon Goo, Jun-Sang Park, Myung-Sup Kim
Best Feature Selection using Correlation Analysis for Prediction of Bitcoin Transaction Count. APNOMS (2019)
Huru Hasanova, Ui-Jun Baek, Mu-Gon Shin, Kyunghee Cho, Myung-Sup Kim
A survey on blockchain cybersecurity vulnerabilities and possible countermeasures. Int. J. Netw. Manag. 29 (2) (2019)
Ui-Jun Baek, Jee-Tae Park, Huru Hasanova, Myung-Sup Kim
The Method of Seed Based Grouping Malicious Traffic by Deep-Learning. ICTC (2018)
Baraka D. Sija, Kyu-Seok Shim, Myung-Sup Kim
Automatic Payload Signature Generation for Accurate Identification of Internet Applications and Application Services. KSII Trans. Internet Inf. Syst. 12 (4) (2018)
Kyu-Seok Shim, Sung-Ho Yoon, Baraka D. Sija, Jun-Sang Park, Kyunghee Cho, Myung-Sup Kim
Effective behavior signature extraction method using sequence pattern algorithm for traffic identification. Int. J. Netw. Manag. 28 (2) (2018)
Jee-Tae Park, Sung-Ho Lee, Young-Hoon Goo, Ui-Jun Baek, Myung-Sup Kim
Network attack traffic detection using seed based sequential grouping model. NOMS (2018)
Young-Hoon Goo, Kyu-Seok Shim, Byeong-Min Chae, Myung-Sup Kim
Framework for precise protocol reverse engineering based on network traces. NOMS (2018)
Baraka D. Sija, Young-Hoon Goo, Kyu-Seok Shim, Huru Hasanova, Myung-Sup Kim
A Survey of Automatic Protocol Reverse Engineering Approaches, Methods, and Tools on the Inputs and Outputs View. Secur. Commun. Networks 2018 (2018)
Kyu-Seok Shim, Young-Hoon Goo, Min-Seob Lee, Huru Hasanova, Myung-Sup Kim
The Method of Clustering Network Traffic Classifications for Extracting Payload Signature by Function. ICTC (2018)
Min-Seob Lee, Kyu-Seok Shim, Young-Hoon Goo, Myung-Sup Kim
A Study on the Method to Extract Clear Fields From the Private Protocol. ICTC (2018)
Jee-Tae Park, Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Myung-Sup Kim
Network Attack Traffic Detection for Calculating Correlation of the Flow. ICTC (2018)
Kyu-Seok Shim, Young-Hoon Goo, Min-Seob Lee, Huru Hasanova, Myung-Sup Kim
Inference of network unknown protocol structure using CSP(Contiguous Sequence Pattern) algorithm based on tree structure. NOMS (2018)
Woo-Suk Jung, Jeong-Han Yun, Sin-Kyu Kim, Kyu-Seok Shim, Myung-Sup Kim
Structured whitelist generation in SCADA network using PrefixSpan algorithm. APNOMS (2017)
Dongeun Suh, Seokwon Jang, Sol Han, Sangheon Pack, Myung-Sup Kim, Taehong Kim, Chang-Gyu Lim
Toward Highly Available and Scalable Software Defined Networks for Service Providers. IEEE Commun. Mag. 55 (4) (2017)
Kyu-Seok Shim, Jae-Hyun Ham, Baraka D. Sija, Myung-Sup Kim
Application traffic classification using payload size sequence signature. Int. J. Netw. Manag. 27 (5) (2017)
Jee-Tae Park, Kyu-Seok Shim, Sung-Ho Lee, Myung-Sup Kim
Classification of application traffic using tensorflow machine learning. APNOMS (2017)
Filip De Turck, Joon-Myung Kang, Hyunseung Choo, Myung-Sup Kim, Baek-Young Choi, Remi Badonnel, James Won-Ki Hong
Softwarization of networks, clouds, and internet of things. Int. J. Netw. Manag. 27 (2) (2017)
Kyu-Seok Shim, Young-Hoon Goo, Sungyun Kim, Mi-Jung Choi, Myung-Sup Kim
SigManager: Automatic payload signature management system for the classification of dynamically changing internet applications. APNOMS (2017)
Sung-Ho Yoon, Jun-Sang Park, Baraka D. Sija, Mi-Jung Choi, Myung-Sup Kim
Header signature maintenance for Internet traffic identification. Int. J. Netw. Manag. 27 (1) (2017)
Sung-Ho Lee, Young-Hoon Goo, Jee-Tae Park, Se-Hyun Ji, Myung-Sup Kim
Sky-Scope : Skype application traffic identification system. APNOMS (2017)
Baraka D. Sija, Young-Hoon Goo, Kyu-Seok Shim, Sungyun Kim, Mi-Jung Choi, Myung-Sup Kim
Survey on network protocol reverse engineering approaches, methods and tools. APNOMS (2017)
Kyu-Seok Shim, Sung-Ho Yoon, Su-Kang Lee, Myung-Sup Kim
SigBox: Automatic Signature Generation Method for Fine-grained Traffic Identification. J. Inf. Sci. Eng. 33 (2) (2017)
Young-Hoon Goo, Sung-Ho Lee, Seongyun Choi, Mi-Jung Choi, Myung-Sup Kim
A traffic grouping method using the correlation model of network flow. APNOMS (2017)
Young-Hoon Goo, Kyu-Seok Shim, Su-Kang Lee, Myung-Sup Kim
Payload signature structure for accurate application traffic classification. APNOMS (2016)
Myung-Sup Kim, Noriaki Kamiyama, Chih-Wei Yi, Won-Kyu Hong, Toshio Tonouchi, Chien Chen, Wang-Cheol Song
Managing a Very Connected World: A Report on APNOMS2015. J. Netw. Syst. Manag. 24 (2) (2016)
Sung-Ho Lee, Young-Hoon Goo, Baraka D. Sija, Myung-Sup Kim
Finding the highly efficient application signature through payload signature quality evaluation. APNOMS (2016)
Woo-Suk Jung, Sung-Min Kim, Young-Hoon Goo, Myung-Sup Kim
Whitelist representation for FTP service in SCADA system by using structured ACL model. APNOMS (2016)
Jun-Sang Park, Sung-Ho Yoon, Su-Kang Lee, Youngjoon Won, Myung-Sup Kim
Performance Improvement of Traffic Classification Based on Application Traffic Locality. J. Inf. Sci. Eng. 32 (5) (2016)
Sung-Min Kim, Young-Hoon Goo, Myung-Sup Kim, Soo-Gil Choi, Mi-Jung Choi
A method for service identification of SSL/TLS encrypted traffic with the relation of session ID and Server IP. APNOMS (2015)
Sung-Ho Yoon, Kyu-Seok Shim, Su-Kang Lee, Myung-Sup Kim
Framework for multi-level application traffic identification. APNOMS (2015)
YooJin Kwon, Myung-Sup Kim, Yong Hun Lim, Jong In Lim
Network and system management object modeling for smart grid infrastructure. APNOMS (2015)
Woo-Suk Jung, Jun-Sang Park, Myung-Sup Kim, Jae-Hyun Ham
Efficient payload signature structure for performance improvement of traffic identification. APNOMS (2015)
Sung-Ho Yoon, Jun-Sang Park, Ji-Hyeok Choi, Youngjoon Won, Myung-Sup Kim
HTTP Traffic Classification Based on Hierarchical Signature Structure. IEICE Trans. Inf. Syst. (11) (2015)
Su-Kang Lee, Sung-Ho Yoon, Myung-Sup Kim
Research on automatic header-signature naming system for Internet service identification. APNOMS (2015)
Kyu-Seok Shim, Sung-Ho Yoon, Mi-Jung Choi, Myung-Sup Kim
Signature management system to cope with traffic changes in application and service. APNOMS (2015)
Hyun-Min An, Su-Kang Lee, Jae-Hyun Ham, Myung-Sup Kim
Traffic Identification Based on Applications using Statistical Signature Free from Abnormal TCP Behavior. J. Inf. Sci. Eng. 31 (5) (2015)
Sung-Ho Lee, Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim
High performance payload signature-based Internet traffic classification system. APNOMS (2015)
Hyo-Sik Ham, Hwan-Hee Kim, Myung-Sup Kim, Mi-Jung Choi
Linear SVM-Based Android Malware Detection. FCC (2014)
Sung-Ho Yoon, Jun-Sang Park, Myung-Sup Kim, ChaeTae Lim, JunHyung Cho
Behavior signature for big data traffic identification. BigComp (2014)
Su-Kang Lee, Hyun-Min Ahn, Myung-Sup Kim
Packet out-of-order and retransmission in statistics-based traffic analysis. APNOMS (2014)
Jae-Hyun Ham, Hyun-Min An, Myung-Sup Kim
Application Traffic Classification using PSS Signature. KSII Trans. Internet Inf. Syst. 8 (7) (2014)
Kyu-Seok Shim, Su-Kang Lee, Myung-Sup Kim
Application traffic classification in Hadoop distributed computing environment. APNOMS (2014)
Hyo-Sik Ham, Hwan-Hee Kim, Myung-Sup Kim, Mi-Jung Choi
Linear SVM-Based Android Malware Detection for Reliable IoT Services. J. Appl. Math. 2014 (2014)
Jun-Sang Park, Sung-Ho Yoon, Youngjoon Won, Myung-Sup Kim
A Lightweight Software Model for Signature-Based Application-Level Traffic Classification System. IEICE Trans. Inf. Syst. (10) (2014)
Mi-Jung Choi, Jun-Sang Park, Myung-Sup Kim
Integrated Internet Application-level Traffic Classification. KSII Trans. Internet Inf. Syst. 8 (3) (2014)
Daihee Park, Jaehak Yu, Jun-Sang Park, Myung-Sup Kim
: a comprehensive network traffic analysis model based on multidimensional OLAP data cube. Int. J. Netw. Manag. 23 (2) (2013)
Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim
Performance improvement of payload signature-based traffic classification system using application traffic temporal locality. APNOMS (2013)
Ji-Hyeok Choi, Myung-Sup Kim
Improved processing speed of traffic classification based on payload signature hierarchy. APNOMS (2013)
Byungchul Park, Youngjoon Won, Jae Yoon Chung, Myung-Sup Kim, James Won-Ki Hong
Fine-grained traffic classification based on functional separation. Int. J. Netw. Manag. 23 (5) (2013)
Hyun-Min An, Myung-Sup Kim, Jae-Hyun Ham
Application traffic classification using statistic signature. APNOMS (2013)
Sung-Ho Yoon, Myung-Sup Kim
An efficient method to maintain the header signatures for internet traffic identification. APNOMS (2013)
Ji-hye Kim, Sung-Ho Yoon, Myung-Sup Kim
Study on traffic classification taxonomy for multilateral and hierarchical traffic classification. APNOMS (2012)
Min Hur, Myung-Sup Kim
Towards smart phone traffic classification. APNOMS (2012)
Sung-Ho Yoon, Jun-Sang Park, Myung-Sup Kim
Signature maintenance for Internet application traffic identification using header signatures. NOMS (2012)
Min Hur, Hyun-Shin Lee, Myung-Sup Kim
A study identifying the connection type of an end-host to the network using Round-Trip-Time. APNOMS (2011)
Suman Pandey, Mi-Jung Choi, Myung-Sup Kim, James W. Hong
Towards management of machine to machine networks. APNOMS (2011)
Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim
Software Architecture for a Lightweight Payload Signature-Based Traffic Classification System. TMA (2011)
Sang-Woo Lee, Jun-Sang Park, Hyun-Shin Lee, Myung-Sup Kim
A study on Smart-phone traffic analysis. APNOMS (2011)
Ji-hye Kim, Sung-Ho Yoon, Myung-Sup Kim
Research on traffic taxonomy for Internet traffic classification. APNOMS (2011)
Jaehak Yu, Hansung Lee, Younghee Im, Myung-Sup Kim, Daihee Park
Real-time Classification of Internet Application Traffic using a Hierarchical Multi-class SVM. KSII Trans. Internet Inf. Syst. 4 (5) (2010)
Sung-Ho Yoon, Jin-Wan Park, Jun-Sang Park, Young-Seok Oh, Myung-Sup Kim
Internet Application Traffic Classification Using Fixed IP-Port. APNOMS (2009)
Byung-Chul Park, Young J. Won, Myung-Sup Kim, James W. Hong
Towards automated application signature generation for traffic identification. NOMS (2008)
Byungchul Park, Young J. Won, Mi-Jung Choi, Myung-Sup Kim, James W. Hong
Empirical Analysis of Application-Level Traffic Classification Using Supervised Machine Learning. APNOMS (2008)
Young J. Won, Mi-Jung Choi, James Won-Ki Hong, Myung-Sup Kim, Hwa Won Hwang, Jun Hyub Lee, Sung-Gyoo Lee
Fault Detection and Diagnosis in IP-Based Mission Critical Industrial Process Control Networks. IEEE Commun. Mag. 46 (5) (2008)
Jun-Sang Park, Myung-Sup Kim
Design and Implementation of an SNMP-Based Traffic Flooding Attack Detection System. APNOMS (2008)
Jaehak Yu, Hansung Lee, Myung-Sup Kim, Daihee Park
Traffic flooding attack detection with SNMP MIB using SVM. Comput. Commun. 31 (17) (2008)
Young J. Won, Mi-Jung Choi, Myung-Sup Kim, Hong-Sun Noh, Jun Hyub Lee, Hwa Won Hwang, James Won-Ki Hong
Measurement Analysis of IP-Based Process Control Networks. APNOMS (2007)
Myung-Sup Kim, Alberto Leon-Garcia
Autonomic Network Resource Management Using Virtual Network Concept. APNOMS (2007)
Yu Cheng, Ramy Farha, Myung-Sup Kim, Alberto Leon-Garcia, James Won-Ki Hong
A generic architecture for autonomic service and network management. Comput. Commun. 29 (18) (2006)
Myung-Sup Kim, Young J. Won, James W. Hong
Characteristic analysis of internet traffic from the perspective of flows. Comput. Commun. 29 (10) (2006)
Young J. Won, Byung-Chul Park, Hong-Taek Ju, Myung-Sup Kim, James W. Hong
A Hybrid Approach for Accurate Application Traffic Identification. E2EMON (2006)
Myung-Sup Kim, Ali Tizghadam, Alberto Leon-Garcia, James Won-Ki Hong
Virtual network based autonomic network resource control and management system. GLOBECOM (2005)
Ramy Farha, Myung-Sup Kim, Alberto Leon-Garcia, James Won-Ki Hong
Towards an Autonomic Service Architecture. IPOM (2005)
Yu Cheng, Ramy Farha, Ali Tizghadam, Myung-Sup Kim, Massoud R. Hashemi, Alberto Leon-Garcia, James Won-Ki Hong
Virtual network approach to scalable IP service deployment and efficient resource management. IEEE Commun. Mag. 43 (10) (2005)
Myung-Sup Kim, Hun-Jeong Kang, Seong-Cheol Hong, Seung-Hwa Chung, James W. Hong
A flow-based method for abnormal network traffic detection. NOMS (1) (2004)
Myung-Sup Kim, Hun-Jeong Kang, James Won-Ki Hong
Towards Peer-to-Peer Traffic Analysis Using Flows. DSOM (2003)
Hun-Jeong Kang, Myung-Sup Kim, James Won-Ki Hong
A Method on Multimedia Service Traffic Monitoring and Analysis. DSOM (2003)
Myung-Sup Kim, Mi-Joung Choi, James Won-Ki Hong
A load cluster management system using SNMP and web. Int. J. Netw. Manag. 12 (6) (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Myung-Sup Kim