Myung-Sup Kim

Orcid: 0000-0002-3809-2057

According to our database1, Myung-Sup Kim authored at least 105 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A Feasible and Explainable Network Traffic Classifier Utilizing DistilBERT.
IEEE Access, 2023

User Behavior Detection Using Multi-Modal Signatures of Encrypted Network Traffic.
IEEE Access, 2023

Network User Action Detection based on PSD Signature through Encrypted Traffic Analysis.
Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

Lightweight-Heavyweight Hybrid Approach for Application Traffic Classification.
Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

Preprocessing and Analysis of an Open Dataset in Application Traffic Classification.
Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

2022
HTTP and DNS traffic traces for experimenting of protocol reverse engineering methods.
Dataset, May, 2022

A novel blockchain-enabled heart disease prediction mechanism using machine learning.
Comput. Electr. Eng., 2022

Automatic Rule Generation Method for User Action Detection from Traffic Data.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Rule-based User Behavior Detection System for SaaS Application.
Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

MISCNN: A Novel Learning Scheme for CNN-Based Network Traffic Classification.
Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

2021
Flow based Sequential Grouping System for Malicious Traffic Detection.
KSII Trans. Internet Inf. Syst., 2021

A message keyword extraction approach by accurate identification of field boundaries.
Int. J. Netw. Manag., 2021

2020
Two-Pathway Model for Enhancement of Protocol Reverse Engineering.
KSII Trans. Internet Inf. Syst., 2020

Clustering method in protocol reverse engineering for industrial protocols.
Int. J. Netw. Manag., 2020

Editorial for special issue on "challenges and opportunities of Blockchain and Cryptocurrency".
Int. J. Netw. Manag., 2020

An Automatic Protocol Reverse Engineering Approach from the Viewpoint of the TCP/IP Reference Model.
Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

Comparison of Distance Measurement in Time Series Clustering for Predicting Bitcoin Prices.
Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

2019
Managing a World of Things: A Report on APNOMS2017.
J. Netw. Syst. Manag., 2019

Automatic Payload Signature Update System for the Classification of Dynamically Changing Internet Applications.
KSII Trans. Internet Inf. Syst., 2019

A survey on blockchain cybersecurity vulnerabilities and possible countermeasures.
Int. J. Netw. Manag., 2019

Protocol Specification Extraction Based on Contiguous Sequential Pattern Algorithm.
IEEE Access, 2019

Block Analysis in Bitcoin System Using Clustering with Dimension Reduction.
Proceedings of the 20th Asia-Pacific Network Operations and Management Symposium, 2019

A Method for Extracting Static Fields in Private Protocol Using Entropy and Statistical Analysis.
Proceedings of the 20th Asia-Pacific Network Operations and Management Symposium, 2019

Best Feature Selection using Correlation Analysis for Prediction of Bitcoin Transaction Count.
Proceedings of the 20th Asia-Pacific Network Operations and Management Symposium, 2019

DDoS Attack Detection on Bitcoin Ecosystem using Deep-Learning.
Proceedings of the 20th Asia-Pacific Network Operations and Management Symposium, 2019

2018
A Survey of Automatic Protocol Reverse Engineering Approaches, Methods, and Tools on the Inputs and Outputs View.
Secur. Commun. Networks, 2018

Automatic Payload Signature Generation for Accurate Identification of Internet Applications and Application Services.
KSII Trans. Internet Inf. Syst., 2018

Effective behavior signature extraction method using sequence pattern algorithm for traffic identification.
Int. J. Netw. Manag., 2018

Inference of network unknown protocol structure using CSP(Contiguous Sequence Pattern) algorithm based on tree structure.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Network attack traffic detection using seed based sequential grouping model.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Framework for precise protocol reverse engineering based on network traces.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

The Method of Clustering Network Traffic Classifications for Extracting Payload Signature by Function.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

Network Attack Traffic Detection for Calculating Correlation of the Flow.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

A Study on the Method to Extract Clear Fields From the Private Protocol.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

The Method of Seed Based Grouping Malicious Traffic by Deep-Learning.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

2017
SigBox: Automatic Signature Generation Method for Fine-grained Traffic Identification.
J. Inf. Sci. Eng., 2017

Header signature maintenance for Internet traffic identification.
Int. J. Netw. Manag., 2017

Softwarization of networks, clouds, and internet of things.
Int. J. Netw. Manag., 2017

Application traffic classification using payload size sequence signature.
Int. J. Netw. Manag., 2017

Toward Highly Available and Scalable Software Defined Networks for Service Providers.
IEEE Commun. Mag., 2017

Survey on network protocol reverse engineering approaches, methods and tools.
Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

SigManager: Automatic payload signature management system for the classification of dynamically changing internet applications.
Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

Classification of application traffic using tensorflow machine learning.
Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

Sky-Scope : Skype application traffic identification system.
Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

Structured whitelist generation in SCADA network using PrefixSpan algorithm.
Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

A traffic grouping method using the correlation model of network flow.
Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

2016
Managing a Very Connected World: A Report on APNOMS2015.
J. Netw. Syst. Manag., 2016

Performance Improvement of Traffic Classification Based on Application Traffic Locality.
J. Inf. Sci. Eng., 2016

Finding the highly efficient application signature through payload signature quality evaluation.
Proceedings of the 18th Asia-Pacific Network Operations and Management Symposium, 2016

Whitelist representation for FTP service in SCADA system by using structured ACL model.
Proceedings of the 18th Asia-Pacific Network Operations and Management Symposium, 2016

Payload signature structure for accurate application traffic classification.
Proceedings of the 18th Asia-Pacific Network Operations and Management Symposium, 2016

2015
Traffic Identification Based on Applications using Statistical Signature Free from Abnormal TCP Behavior.
J. Inf. Sci. Eng., 2015

HTTP Traffic Classification Based on Hierarchical Signature Structure.
IEICE Trans. Inf. Syst., 2015

Framework for multi-level application traffic identification.
Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium, 2015

Signature management system to cope with traffic changes in application and service.
Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium, 2015

Research on automatic header-signature naming system for Internet service identification.
Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium, 2015

High performance payload signature-based Internet traffic classification system.
Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium, 2015

Network and system management object modeling for smart grid infrastructure.
Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium, 2015

A method for service identification of SSL/TLS encrypted traffic with the relation of session ID and Server IP.
Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium, 2015

Efficient payload signature structure for performance improvement of traffic identification.
Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium, 2015

2014
Linear SVM-Based Android Malware Detection for Reliable IoT Services.
J. Appl. Math., 2014

Application Traffic Classification using PSS Signature.
KSII Trans. Internet Inf. Syst., 2014

Integrated Internet Application-level Traffic Classification.
KSII Trans. Internet Inf. Syst., 2014

A Lightweight Software Model for Signature-Based Application-Level Traffic Classification System.
IEICE Trans. Inf. Syst., 2014

Linear SVM-Based Android Malware Detection.
Proceedings of the Frontier and Innovation in Future Computing and Communications, 2014

Behavior signature for big data traffic identification.
Proceedings of the International Conference on Big Data and Smart Computing, BIGCOMP 2014, 2014

Application traffic classification in Hadoop distributed computing environment.
Proceedings of the 16th Asia-Pacific Network Operations and Management Symposium, 2014

Packet out-of-order and retransmission in statistics-based traffic analysis.
Proceedings of the 16th Asia-Pacific Network Operations and Management Symposium, 2014

2013
<i>NetCube</i>: a comprehensive network traffic analysis model based on multidimensional OLAP data cube.
Int. J. Netw. Manag., 2013

Fine-grained traffic classification based on functional separation.
Int. J. Netw. Manag., 2013

An efficient method to maintain the header signatures for internet traffic identification.
Proceedings of the 15th Asia-Pacific Network Operations and Management Symposium, 2013

Performance improvement of payload signature-based traffic classification system using application traffic temporal locality.
Proceedings of the 15th Asia-Pacific Network Operations and Management Symposium, 2013

Improved processing speed of traffic classification based on payload signature hierarchy.
Proceedings of the 15th Asia-Pacific Network Operations and Management Symposium, 2013

Application traffic classification using statistic signature.
Proceedings of the 15th Asia-Pacific Network Operations and Management Symposium, 2013

2012
Signature maintenance for Internet application traffic identification using header signatures.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Study on traffic classification taxonomy for multilateral and hierarchical traffic classification.
Proceedings of the 14th Asia-Pacific Network Operations and Management Symposium, 2012

Towards smart phone traffic classification.
Proceedings of the 14th Asia-Pacific Network Operations and Management Symposium, 2012

2011
Software Architecture for a Lightweight Payload Signature-Based Traffic Classification System.
Proceedings of the Traffic Monitoring and Analysis - Third International Workshop, 2011

Towards management of machine to machine networks.
Proceedings of the 13th Asia-Pacific Network Operations and Management Symposium, 2011

A study on Smart-phone traffic analysis.
Proceedings of the 13th Asia-Pacific Network Operations and Management Symposium, 2011

Research on traffic taxonomy for Internet traffic classification.
Proceedings of the 13th Asia-Pacific Network Operations and Management Symposium, 2011

A study identifying the connection type of an end-host to the network using Round-Trip-Time.
Proceedings of the 13th Asia-Pacific Network Operations and Management Symposium, 2011

2010
Real-time Classification of Internet Application Traffic using a Hierarchical Multi-class SVM.
KSII Trans. Internet Inf. Syst., 2010

2009
Internet Application Traffic Classification Using Fixed IP-Port.
Proceedings of the Management Enabling the Future Internet for Changing Business and New Computing Services, 2009

2008
Traffic flooding attack detection with SNMP MIB using SVM.
Comput. Commun., 2008

Fault Detection and Diagnosis in IP-Based Mission Critical Industrial Process Control Networks.
IEEE Commun. Mag., 2008

Towards automated application signature generation for traffic identification.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008

Empirical Analysis of Application-Level Traffic Classification Using Supervised Machine Learning.
Proceedings of the Challenges for Next Generation Network Operations and Service Management, 2008

Design and Implementation of an SNMP-Based Traffic Flooding Attack Detection System.
Proceedings of the Challenges for Next Generation Network Operations and Service Management, 2008

2007
Measurement Analysis of IP-Based Process Control Networks.
Proceedings of the Managing Next Generation Networks and Services, 2007

Autonomic Network Resource Management Using Virtual Network Concept.
Proceedings of the Managing Next Generation Networks and Services, 2007

2006
Characteristic analysis of internet traffic from the perspective of flows.
Comput. Commun., 2006

A generic architecture for autonomic service and network management.
Comput. Commun., 2006

A Hybrid Approach for Accurate Application Traffic Identification.
Proceedings of the Fourth IEEE/IFIP Workshop on End-to-End Monitoring Techniques and Services, 2006

2005
Virtual network approach to scalable IP service deployment and efficient resource management.
IEEE Commun. Mag., 2005

Towards an Autonomic Service Architecture.
Proceedings of the Operations and Management in IP-Based Networks, 2005

Virtual network based autonomic network resource control and management system.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
A flow-based method for abnormal network traffic detection.
Proceedings of the Managing Next Generation Convergence Networks and Services, 2004

2003
Towards Peer-to-Peer Traffic Analysis Using Flows.
Proceedings of the Self-Managing Distributed Systems, 2003

A Method on Multimedia Service Traffic Monitoring and Analysis.
Proceedings of the Self-Managing Distributed Systems, 2003

2002
A load cluster management system using SNMP and web.
Int. J. Netw. Manag., 2002

Highly available and efficient load cluster management system using SNMP and Web.
Proceedings of the Management Solutions for the New Communications World, 2002

The Architecture of NG-MON: A Passive Network Monitoring System for High-Speed IP Networks.
Proceedings of the Management Technologies for E-Commerce and E-Business Applications, 2002

2000
Performance analysis of extended OQPSK carrier phase recovery algorithm in satellite channel.
IEEE Trans. Consumer Electron., 2000

1999
Design and implementation of a distributed multimedia collaborative environment.
Clust. Comput., 1999


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