Ikkyun Kim

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 28

Top Topics

Anomaly Detection

Traffic Monitoring

Abnormal Behavior

Sequence Alignment

Top Venues

J. Supercomput.

Publications

Jihyeon Song, Sunoh Choi, Jungtae Kim, Kyungmin Park, Cheolhee Park, Jonghyun Kim, Ikkyun Kim
A study of the relationship of malware detection mechanisms using Artificial Intelligence. ICT Express 10 (3) (2024)
Hayoung Seong, Ikkyun Kim, Yongsung Jeon, Mi-Kyung Oh, Sangjae Lee, Dooho Choi
Practical Covert Wireless Unidirectional Communication in IEEE 802.11 Environment. IEEE Internet Things J. 10 (2) (2023)
Jinoh Kim, Makiya Nakashima, Wenjun Fan, Simeon Wuthier, Xiaobo Zhou, Ikkyun Kim, Sang-Yoon Chang
A Machine Learning Approach to Anomaly Detection Based on Traffic Monitoring for Secure Blockchain Networking. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Wenjun Fan, Jinoh Kim, Ikkyun Kim, Xiaobo Zhou, Sang-Yoon Chang
Performance Analyses for Applying Machine Learning on Bitcoin Miners. ICEIC (2021)
Jinoh Kim, Makiya Nakashima, Wenjun Fan, Simeon Wuthier, Xiaobo Zhou, Ikkyun Kim, Sang-Yoon Chang
A Machine Learning Approach to Peer Connectivity Estimation for Reliable Blockchain Networking. LCN (2021)
Sunhee Baek, Donghwoon Kwon, Sang C. Suh, Hyunjoo Kim, Ikkyun Kim, Jinoh Kim
Clustering-based label estimation for network anomaly detection. Digit. Commun. Networks 7 (1) (2021)
Jinoh Kim, Makiya Nakashima, Wenjun Fan, Simeon Wuthier, Xiaobo Zhou, Ikkyun Kim, Sang-Yoon Chang
Anomaly Detection based on Traffic Monitoring for Secure Blockchain Networking. IEEE ICBC (2021)
Hyunjoo Kim, Jonghyun Kim, Youngsoo Kim, Ikkyun Kim, Kuinam J. Kim
Design of network threat detection and classification based on machine learning on cloud computing. Clust. Comput. 22 (Suppl 1) (2019)
Youngsoo Kim, Jonghyun Kim, Ikkyun Kim, Hyunchul Kim
Real-time Multi-process Tracing Decoder Architecture. SNTA@HPDC (2019)
Donghwoon Kwon, Hyunjoo Kim, Jinoh Kim, Sang C. Suh, Ikkyun Kim, Kuinam J. Kim
A survey of deep learning-based network anomaly detection. Clust. Comput. 22 (Suppl 1) (2019)
Ritesh K. Malaiya, Donghwoon Kwon, Sang C. Suh, Hyunjoo Kim, Ikkyun Kim, Jinoh Kim
An Empirical Evaluation of Deep Learning for Network Anomaly Detection. IEEE Access 7 (2019)
Jooyoung Lee, Daesung Moon, Ikkyun Kim, Youngseok Lee
A semantic approach to improving machine readability of a large-scale attack graph. J. Supercomput. 75 (6) (2019)
Jinoh Kim, Alex Sim, Brian Tierney, Sang C. Suh, Ikkyun Kim
Multivariate network traffic analysis using clustered patterns. Computing 101 (4) (2019)
Hyunjoo Kim, Jonghyun Kim, Youngsoo Kim, Ikkyun Kim, Kuinam J. Kim, Hyuncheol Kim
Improvement of malware detection and classification using API call sequence alignment and visualization. Clust. Comput. 22 (Suppl 1) (2019)
Jong-Hoon Lee, Jong-Hyun Kim, Ikkyun Kim, Kijun Han
Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles. IEEE Access 7 (2019)
Ritesh K. Malaiya, Donghwoon Kwon, Jinoh Kim, Sang C. Suh, Hyunjoo Kim, Ikkyun Kim
An Empirical Evaluation of Deep Learning for Network Anomaly Detection. ICNC (2018)
Daesung Moon, Hyungjin Im, Ikkyun Kim, Jong Hyuk Park
DTB-IDS: an intrusion detection system based on decision tree using behavior analysis for preventing APT attacks. J. Supercomput. 73 (7) (2017)
Sunhee Baek, Donghwoon Kwon, Jinoh Kim, Sang C. Suh, Hyunjoo Kim, Ikkyun Kim
Unsupervised Labeling for Supervised Anomaly Detection in Enterprise and Cloud Networks. CSCloud (2017)
Jinoh Kim, Wucherl Yoo, Alex Sim, Sang C. Suh, Ikkyun Kim
A lightweight network anomaly detection technique. ICNC (2017)
Jinoh Kim, Alex Sim, Sang C. Suh, Ikkyun Kim
An approach to online network monitoring using clustered patterns. ICNC (2017)
Hyunjoo Kim, Jong-Hyun Kim, Jung-Tai Kim, Ikkyun Kim, Tai-Myung Chung
Feature-Chain Based Malware Detection Using Multiple Sequence Alignment of API Call. IEICE Trans. Inf. Syst. (4) (2016)
Seon-Ho Shin, Jooyoung Lee, Ji-Man Jeong, HyunBong Kim, Jong-Hyun Kim, Ikkyun Kim, MyungKeun Yoon
PrIDE: A Protocol-Independent De-Duplication Engine for Packet Recording. IEEE Netw. 30 (6) (2016)
Sunoh Choi, Jooyoung Lee, Yangseo Choi, Jonghyun Kim, Ikkyun Kim
Hierarchical network signature clustering and generation. ICTC (2016)
Yangseo Choi, Joo-Young Lee, Sunoh Choi, Jong-Hyun Kim, Ikkyun Kim
Traffic storing and related information generation system for cyber attack analysis. ICTC (2016)
Jooyoung Lee, Sunoh Choi, Yangseo Choi, Jong-Hyun Kim, Ikkyun Kim
A forensically robust data acquisition from a 10G line-rate network. ICTC (2016)
Seon-Ho Shin, Jooyoung Lee, Jong-Hyun Kim, Ikkyun Kim, MyungKeun Yoon
Hash Table with Expanded-Key for High-Speed Networking. IEICE Trans. Inf. Syst. (3) (2016)
Daesung Moon, Sung Bum Pan, Ikkyun Kim
Host-based intrusion detection system for secure human-centric computing. J. Supercomput. 72 (7) (2016)
Daesung Moon, Ikkyun Kim, Jae Woong Joo, Hyungjin Im, Jong Hyuk Park, Young-Sik Jeong
Intelligent Security Model of Smart Phone Based on Human Behavior in Mobile Cloud Computing. Wirel. Pers. Commun. 91 (4) (2016)
Jinoh Kim, Ilhwan Moon, Kyung-Il Lee, Sang C. Suh, Ikkyun Kim
Scalable Security Event Aggregation for Situation Analysis. BigDataService (2015)
Minho Han, Ikkyun Kim
Anomaly detection method using network pattern analysis of process. WorldCIS (2015)
Jong-Hoon Lee, Ikkyun Kim, Ki Jun Han
An Abnormal Connection Detection System based on network flow analysis. ICCE-Berlin (2015)
Yangseo Choi, Joo-Young Lee, Sunoh Choi, Jong-Hyun Kim, Ikkyun Kim
Transmitted file extraction and reconstruction from network packets. WorldCIS (2015)
Hansung Lee, Daesung Moon, Ikkyun Kim, Hoseok Jung, Daihee Park
Anomaly Intrusion Detection Based on Hyper-ellipsoid in the Kernel Feature Space. KSII Trans. Internet Inf. Syst. 9 (3) (2015)
Pushpinder-Kaur Chouhan, Sakir Sezer, Yangseo Choi, Ikkyun Kim, Chunghwan Jung
Secure virtualised environment. ICITST (2014)
Hyunjoo Kim, Ikkyun Kim, Tai-Myoung Chung
Abnormal Behavior Detection Technique Based on Big Data. FCC (2014)
Min Choi, Ikkyun Kim, Jong Hyuk Park
An enhanced integrity of web contents through mobile cloud environments. J. Supercomput. 69 (3) (2014)
Jung-Tae Kim, Jong-Hoon Lee, Sangwook Kim, Ikkyun Kim
Social contents sharing model and system based on user location and social network. ICCE-Berlin (2013)
Youngsoo Kim, Ikkyun Kim, Namje Park
Analysis of Cyber Attacks and Security Intelligence. MUSIC (2013)
Minho Han, Ikkyun Kim
Hue Modeling for Object Tracking in Multiple Non-overlapping Cameras. MIWAI (2013)
Byoung-Koo Kim, Ikkyun Kim, Tai-Myoung Chung
Network-based Executable File Extraction and Analysis for Malware Detection. SECRYPT (2012)
Seungyong Yoon, Jintae Oh, Ikkyun Kim, Jongsoo Jang
Defense Against TCP Flooding Attack. SECRYPT (2012)
Daewon Kim, Byoung-Koo Kim, Ikkyun Kim, Jeongnyeo Kim, Hyunsook Cho
Endpoint Mitigation of DDoS Attacks Based on Dynamic Thresholding. ICICS (2012)
Yoohee Cho, Koohong Kang, Ikkyun Kim, Kitae Jeong
Baseline Traffic Modeling for Anomalous Traffic Detection on Network Transit Points. APNOMS (2009)
Daewon Kim, Ikkyun Kim, Jintae Oh, Hyunsook Cho
Lightweight Static Analysis to Detect Polymorphic Exploit Code with Static Analysis Resistant Technique. ICC (2009)
Byoung-Koo Kim, Seungyong Yoon, Ikkyun Kim, Jintae Oh
Multi-region based Clustering Analysis Method for Unknown Malicious Code Detection. Security and Management (2009)
Seungyong Yoon, Byoung-Koo Kim, Hwashin Moon, Ikkyun Kim, Jintae Oh
Abnormal Traffcic Detection using Flow-based Traffic Measuring Scheme. Security and Management (2009)
Daewon Kim, Ikkyun Kim, Jintae Oh, Jongsoo Jang
Tracing Stored Program Counter to Detect Polymorphic Shellcode. IEICE Trans. Inf. Syst. (8) (2008)
Ikkyun Kim, Koohong Kang, Yangseo Choi, Daewon Kim, Jintae Oh, Jongsoo Jang, Kijun Han
Executable Code Recognition in Network Flows Using Instruction Transition Probabilities. IEICE Trans. Inf. Syst. (7) (2008)
Daewon Kim, Yangseo Choi, Ikkyun Kim, Jintae Oh, Jongsoo Jang
Function Call Mechanism Based Executable Code Detection for the Network Security. SAINT (2008)
Ikkyun Kim, Koohong Kang, Yangseo Choi, Daewon Kim, Jintae Oh, Kijun Han
A Practical Approach for Detecting Executable Codes in Network Traffic. APNOMS (2007)
Jinoh Kim, Ikkyun Kim, Kiyoung Kim, Jongsoo Jang, Sung Won Sohn, Koohong Kang
An Integrated Network-Wide Defense Framework (INwDF) for Large Networks. Security and Management (2003)
Ikkyun Kim, Koohong Kang, Zyn-Oh Kim, Jongsoo Jang, Youngsik Baek
A Simple Rate-Based Congestion Control Scheme Using an Enhanced BECN in ATM Networks. ICOIN (1) (2002)