Hyunjoo Kim

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 12

Top Topics

Convolutional Neural Network

Sequence Alignment

Anomaly Detection

Top Venues

Publications

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)
Dawoon Jeong, Se Jin Park, Hansol Jang, Hyunjoo Kim, Jaesun Kim, Chang-Seok Kim
Swept-Source-Based Chromatic Confocal Microscopy. Sensors 20 (24) (2020)
Seunghye Lee, Hyunjoo Kim, Qui X. Lieu, Jaehong Lee
CNN-based image recognition for topology optimization. Knowl. Based Syst. 198 (2020)
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)
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)
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)
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)
Donghwoon Kwon, Kathiravan Natarajan, Sang C. Suh, Hyunjoo Kim, Jinoh Kim
An Empirical Study on Network Anomaly Detection Using Convolutional Neural Networks. ICDCS (2018)
Taejoon Kim, Sang C. Suh, Hyunjoo Kim, Jonghyun Kim, Jinoh Kim
An Encoding Technique for CNN-based Network Anomaly Detection. IEEE BigData (2018)
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)
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)
Hyunjoo Kim, Sriganesh Madhvanath, Tong Sun
Hybrid active learning for non-stationary streaming data with asynchronous labeling. IEEE BigData (2015)
Hyunjoo Kim, Ikkyun Kim, Tai-Myoung Chung
Abnormal Behavior Detection Technique Based on Big Data. FCC (2014)
Gueyoung Jung, Tridib Mukherjee, Shruti Kunde, Hyunjoo Kim, Naveen Sharma, Frank Goetz
CloudAdvisor: A Recommendation-as-a-Service Platform for Cloud Configuration and Pricing. SERVICES (2013)
Gueyoung Jung, Hyunjoo Kim
Optimal Time-Cost Tradeoff of Parallel Service Workflow in Federated Heterogeneous Clouds. ICWS (2013)
Hyunjoo Kim, Kyle Anderson
Energy Modeling System Using Building Information Modeling Open Standards. J. Comput. Civ. Eng. 27 (3) (2013)
Moustafa AbdelBaky, Manish Parashar, Hyunjoo Kim, Kirk E. Jordan, Vipin Sachdeva, James C. Sexton, Hani Jamjoom, Zon-Yin Shae, Gergina Pencheva, Reza Tavakoli, Mary F. Wheeler
Enabling High-Performance Computing as a Service. Computer 45 (10) (2012)
Moustafa AbdelBaky, Hyunjoo Kim, Ivan Rodero, Manish Parashar
Accelerating MapReduce Analytics Using CometCloud. IEEE CLOUD (2012)
Hyunjoo Kim, Byoung-Koo Kim, Daewon Kim, Ik-Kyun Kim, Tai-Myoung Chung
Implementation of GESNIC for Web Server Protection against HTTP GET Flooding Attacks. WISA (2012)
Hyunjoo Kim, Yaakoub El Khamra, Ivan Rodero, Shantenu Jha, Manish Parashar
Autonomic management of application workflows on hybrid computing infrastructure. Sci. Program. 19 (2-3) (2011)
Ajla Aksamija, Kui Yue, Hyunjoo Kim, François Grobler, Ramesh Krishnamurti
Integration of knowledge-based and generative systems for building characterization and prediction. Artif. Intell. Eng. Des. Anal. Manuf. 24 (1) (2010)
Hyunjoo Kim, Yaakoub El Khamra, Shantenu Jha, Manish Parashar
Exploring application and infrastructure adaptation on hybrid grid-cloud infrastructure. HPDC (2010)
Hyunjoo Kim, Heon Young Yeom, Sooyong Kang, Youjip Won
Inter-Object Layer Clustering for scalable video streaming. Multim. Tools Appl. 50 (2) (2010)
Yaakoub El Khamra, Hyunjoo Kim, Shantenu Jha, Manish Parashar
Exploring the Performance Fluctuations of HPC Workloads on Clouds. CloudCom (2010)
Hyunjoo Kim, Yaakoub El Khamra, Shantenu Jha, Manish Parashar
An Autonomic Approach to Integrated HPC Grid and Cloud Usage. eScience (2009)
Hyunjoo Kim, Manish Parashar, David J. Foran, Lin Yang
Investigating the use of autonomic cloudbursts for high-throughput medical image registration. GRID (2009)
Andres Quiroz, Hyunjoo Kim, Manish Parashar, Nathan Gnanasambandam, Naveen Sharma
Towards autonomic workload provisioning for enterprise Grids and clouds. GRID (2009)
Hyunjoo Kim, Heon Young Yeom
Dynamic Scheme Transition Adaptable to Variable Video Popularity in a Digital Broadcast Network. IEEE Trans. Multim. 11 (3) (2009)
Hyunjoo Kim, Shivangi Chaudhari, Manish Parashar, Christopher Marty
Online Risk Analytics on the Cloud. CCGRID (2009)
Hyunjoo Kim, Heon Young Yeom
P-chaining: a practical VoD service scheme autonomically handling interactive operations. Multim. Tools Appl. 39 (1) (2008)
Hyunjoo Kim, Sooyong Kang, Heon Young Yeom
Server Selection Schemes Considering Node Status For a Fault-Tolerant Streaming Service on a Peer-to-Peer Network. J. Inf. Process. Syst. 2 (1) (2006)
Sooyong Kang, Hyunjoo Kim, Heon Young Yeom
A framework for fault-tolerant peer-to-peer streaming service based on the service migration. Comput. Syst. Sci. Eng. 19 (4) (2004)
Hyunjoo Kim, Heon Young Yeom
Constructing an Overlay Using a Shared Object Set for Streaming Services on a P2P Network. ICOIN (2004)
Sooyong Kang, Hyunjoo Kim, Heon Young Yeom
Providing Fault Tolerance for Peer-to-Peer Streaming Service. HSNMC (2003)
Hyunjoo Kim, Sooyong Kang, Heon Young Yeom
Node selection for a fault-tolerant streaming service on a peer-to-peer network. ICME (2003)
Taesoon Park, Ilsoo Byun, Hyunjoo Kim, Heon Young Yeom
The Performance of Checkpointing and Replication Schemes for Fault Tolerant Mobile Agent Systems. SRDS (2002)
Hyunjoo Kim, Heon Young Yeom, Taesoon Park, Hyoung-Woo Park
The Cost of Checkpointing, Logging and Recovery for the Mobile Agent Systems. PRDC (2002)