Ikkyun Kim

Orcid: 0000-0001-8915-3270

According to our database¹, Ikkyun Kim authored at least 60 papers between 2002 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2024

A study of the relationship of malware detection mechanisms using Artificial Intelligence.

[BibT_eX]

[DOI]

ICT Express, 2024

Analyzing the container security threat on the 5G Core Network.

[BibT_eX]

[DOI]

Proceedings of the Silicon Valley Cybersecurity Conference, 2024

2023

Practical Covert Wireless Unidirectional Communication in IEEE 802.11 Environment.

[BibT_eX]

[DOI]

IEEE Internet Things J., January, 2023

2022

A Machine Learning Approach to Anomaly Detection Based on Traffic Monitoring for Secure Blockchain Networking.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2022

2021

Clustering-based label estimation for network anomaly detection.

[BibT_eX]

[DOI]

Digit. Commun. Networks, 2021

A Machine Learning Approach to Peer Connectivity Estimation for Reliable Blockchain Networking.

[BibT_eX]

[DOI]

Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

Anomaly Detection based on Traffic Monitoring for Secure Blockchain Networking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2021

Performance Analyses for Applying Machine Learning on Bitcoin Miners.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Electronics, Information, and Communication, 2021

2019

A semantic approach to improving machine readability of a large-scale attack graph.

[BibT_eX]

[DOI]

J. Supercomput., 2019

Multivariate network traffic analysis using clustered patterns.

[BibT_eX]

[DOI]

Computing, 2019

A survey of deep learning-based network anomaly detection.

[BibT_eX]

[DOI]

Clust. Comput., 2019

Improvement of malware detection and classification using API call sequence alignment and visualization.

[BibT_eX]

[DOI]

Clust. Comput., 2019

Design of network threat detection and classification based on machine learning on cloud computing.

[BibT_eX]

[DOI]

Clust. Comput., 2019

An Empirical Evaluation of Deep Learning for Network Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Access, 2019

Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles.

[BibT_eX]

[DOI]

IEEE Access, 2019

Real-time Multi-process Tracing Decoder Architecture.

[BibT_eX]

[DOI]

Proceedings of the ACM Workshop on Systems and Network Telemetry and Analytics, 2019

2017

DTB-IDS: an intrusion detection system based on decision tree using behavior analysis for preventing APT attacks.

[BibT_eX]

[DOI]

J. Supercomput., 2017

Building a big data platform for large-scale security data analysis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2017

A lightweight network anomaly detection technique.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Computing, 2017

An approach to online network monitoring using clustered patterns.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Computing, 2017

Unsupervised Labeling for Supervised Anomaly Detection in Enterprise and Cloud Networks.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Cyber Security and Cloud Computing, 2017

Toward the SIEM architecture for cloud-based security services.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Communications and Network Security, 2017

2016

Intelligent Security Model of Smart Phone Based on Human Behavior in Mobile Cloud Computing.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2016

Host-based intrusion detection system for secure human-centric computing.

[BibT_eX]

[DOI]

Daesung Moon

Sung Bum Pan

Ikkyun Kim

J. Supercomput., 2016

PrIDE: A Protocol-Independent De-Duplication Engine for Packet Recording.

[BibT_eX]

[DOI]

IEEE Netw., 2016

Hash Table with Expanded-Key for High-Speed Networking.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2016

Feature-Chain Based Malware Detection Using Multiple Sequence Alignment of API Call.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2016

A forensically robust data acquisition from a 10G line-rate network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2016

Hierarchical network signature clustering and generation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2016

Traffic storing and related information generation system for cyber attack analysis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2016

2015

Anomaly Intrusion Detection Based on Hyper-ellipsoid in the Kernel Feature Space.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2015

Anomaly detection method using network pattern analysis of process.

[BibT_eX]

[DOI]

Minho Han

Ikkyun Kim

Proceedings of the 2015 World Congress on Internet Security, 2015

Transmitted file extraction and reconstruction from network packets.

[BibT_eX]

[DOI]

Proceedings of the 2015 World Congress on Internet Security, 2015

An Abnormal Connection Detection System based on network flow analysis.

[BibT_eX]

[DOI]

Jong-Hoon Lee

Ikkyun Kim

Ki Jun Han

Proceedings of the IEEE 5th International Conference on Consumer Electronics - Berlin, 2015

Performance Comparison of Relational Databases and Columnar Databases Using Bitmap Index for Fast Search of 10Gbps Network Flows.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2015

Scalable Security Event Aggregation for Situation Analysis.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

2014

An enhanced integrity of web contents through mobile cloud environments.

[BibT_eX]

[DOI]

Min Choi

Ikkyun Kim

Jong Hyuk Park

J. Supercomput., 2014

Secure virtualised environment.

[BibT_eX]

[DOI]

Pushpinder-Kaur Chouhan

Proceedings of the 9th International Conference for Internet Technology and Secured Transactions, 2014

Abnormal Behavior Detection Technique Based on Big Data.

[BibT_eX]

[DOI]

Hyunjoo Kim

Ikkyun Kim

Tai-Myoung Chung

Proceedings of the Frontier and Innovation in Future Computing and Communications, 2014

2013

Analysis of Cyber Attacks and Security Intelligence.

[BibT_eX]

[DOI]

Youngsoo Kim

Ikkyun Kim

Namje Park

Proceedings of the Mobile, Ubiquitous, and Intelligent Computing, 2013

Hue Modeling for Object Tracking in Multiple Non-overlapping Cameras.

[BibT_eX]

[DOI]

Minho Han

Ikkyun Kim

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2013

Design and implementation of the contents visualization system for social networks.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference for Internet Technology and Secured Transactions, 2013

Social contents sharing model and system based on user location and social network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Third International Conference on Consumer Electronics, 2013

2012

Implementation of GESNIC for Web Server Protection against HTTP GET Flooding Attacks.

[BibT_eX]

[DOI]

Proceedings of the Information Security Applications - 13th International Workshop, 2012

AIGG Threshold Based HTTP GET Flooding Attack Detection.

[BibT_eX]

[DOI]

Proceedings of the Information Security Applications - 13th International Workshop, 2012

Defense Against TCP Flooding Attack.

[BibT_eX]

Proceedings of the SECRYPT 2012, 2012

Network-based Executable File Extraction and Analysis for Malware Detection.

[BibT_eX]

Byoung-Koo Kim

Ikkyun Kim

Tai-Myoung Chung

Proceedings of the SECRYPT 2012, 2012

Endpoint Mitigation of DDoS Attacks Based on Dynamic Thresholding.

[BibT_eX]

[DOI]

Proceedings of the Information and Communications Security - 14th International Conference, 2012

2009

Lightweight Static Analysis to Detect Polymorphic Exploit Code with Static Analysis Resistant Technique.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2009

Abnormal Traffcic Detection using Flow-based Traffic Measuring Scheme.

[BibT_eX]

Proceedings of the 2009 International Conference on Security & Management, 2009

Multi-region based Clustering Analysis Method for Unknown Malicious Code Detection.

[BibT_eX]

Proceedings of the 2009 International Conference on Security & Management, 2009

Baseline Traffic Modeling for Anomalous Traffic Detection on Network Transit Points.

[BibT_eX]

[DOI]

Proceedings of the Management Enabling the Future Internet for Changing Business and New Computing Services, 2009

2008

Tracing Stored Program Counter to Detect Polymorphic Shellcode.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2008

Executable Code Recognition in Network Flows Using Instruction Transition Probabilities.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2008

Function Call Mechanism Based Executable Code Detection for the Network Security.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Symposium on Applications and the Internet, 2008

2007

A Practical Approach for Detecting Executable Codes in Network Traffic.

[BibT_eX]

[DOI]

Proceedings of the Managing Next Generation Networks and Services, 2007

2004

Design and Implementation of High-Performance Intrusion Detection System.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications, 2004

Implementation and Performance Evaluation of High-Performance Intrusion Detection and Response System.

[BibT_eX]

[DOI]

Hyeong-Ju Kim

Byoung-Koo Kim

Ik-Kyun Kim

Proceedings of the Computational Science and Its Applications, 2004

2003

An Integrated Network-Wide Defense Framework (INwDF) for Large Networks.

[BibT_eX]

Proceedings of the International Conference on Security and Management, 2003

2002

A Simple Rate-Based Congestion Control Scheme Using an Enhanced BECN in ATM Networks.

[BibT_eX]

[DOI]

Proceedings of the Information Networking, 2002

Ikkyun Kim

Timeline

Legend:

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On csauthors.net:

Bibliography

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