Mi-Jung Choi

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 31

Top Topics

Malware Detection

Management System

Feature Selections

Experimental Comparison

Top Venues

Secur. Commun. Networks

Publications

Beom-Su Lee, Jong-Wouk Kim, Mi-Jung Choi
Federated Learning Based Network Intrusion Detection Model. APNOMS (2023)
Jiwon Bang, Mi-Jung Choi
Design of Personal Data Protection Decentralized Model Using Blockchain and IPFS. APNOMS (2023)
Suman Pandey, Yang-Sae Moon, Mi-Jung Choi
Netflix, Amazon Prime, and YouTube: Comparative Study of Streaming Infrastructure and Strategy. J. Inf. Process. Syst. 18 (6) (2022)
Jong-Wouk Kim, Yang-Sae Moon, Mi-Jung Choi
An Efficient Multi-Step Framework for Malware Packing Identification. CoRR (2022)
Beom-Su Lee, Jong-Wouk Kim, Mi-Jung Choi
Experimental Comparison of Hybrid Sampling Methods for an Efficient NIDS. APNOMS (2022)
Jong-Hwa Lee, Jong-Wouk Kim, Mi-Jung Choi
SSAE - DeepCNN Model for Network Intrusion Detection. APNOMS (2021)
Suman Pandey, Mi-Jung Choi, Jae-Hyung Yoo, James Won-Ki Hong
Streaming Pattern Based Feature Extraction for Training Neural Network Classifier to Predict Quality of VOD services. IM (2021)
Jong-Wouk Kim, Juhong Namgung, Yang-Sae Moon, Mi-Jung Choi
Experimental Comparison of Machine Learning Models in Malware Packing Detection. APNOMS (2020)
Jiwon Bang, Mi-Jung Choi
Docker environment based Apache Storm and Spark Benchmark Test. APNOMS (2020)
Suman Pandey, Soyoung Park, Mi-Jung Choi
Community oriented in-network caching and edge caching for over-the-top services in adaptive network conditions to improve performance. Int. J. Netw. Manag. 30 (4) (2020)
Jiwon Bang, Mi-Jung Choi
Design and Implementation of Storage System for Real-time Blockchain Network Monitoring System. APNOMS (2019)
Jong-Wouk Kim, Jiwon Bang, Yang-Sae Moon, Mi-Jung Choi
Disabling Anti-Debugging Techniques for Unpacking System in User-level Debugger. ICTC (2019)
Seokwoo Yang, Siwoon Son, Mi-Jung Choi, Yang-Sae Moon
Performance improvement of Apache Storm using InfiniBand RDMA. J. Supercomput. 75 (10) (2019)
Hajin Kim, Jiwon Bang, Siwoon Son, Namsoo Joo, Mi-Jung Choi, Yang-Sae Moon
Message Latency-Based Load Shedding Mechanism in Apache Kafka. Euro-Par Workshops (2019)
Mi-Jung Choi, Jiwon Bang, Jongwook Kim, Hajin Kim, Yang-Sae Moon
All-in-One Framework for Detection, Unpacking, and Verification for Malware Analysis. Secur. Commun. Networks 2019 (2019)
Jiwon Bang, Siwoon Son, Hajin Kim, Yang-Sae Moon, Mi-Jung Choi
Design and implementation of a load shedding engine for solving starvation problems in Apache Kafka. NOMS (2018)
Hajin Kim, Myeong-Seon Gil, Yang-Sae Moon, Mi-Jung Choi
Variable size sampling to support high uniformity confidence in sensor data streams. Int. J. Distributed Sens. Networks 14 (4) (2018)
Soyoung Park, Homin Han, ByeongSu Kim, Jun-Ho Noh, Jeonghee Chi, Mi-Jung Choi
Real-Time Traffic Risk Detection Model Using Smart Mobile Device. Sensors 18 (11) (2018)
Siwoon Son, Sanghun Lee, Myeong-Seon Gil, Mi-Jung Choi, Yang-Sae Moon
Locality Aware Traffic Distribution in Apache Storm for Energy Analytics Platform. BigComp (2018)
Minwoo Lee, Sanghun Lee, Mi-Jung Choi, Yang-Sae Moon, Hyo-Sang Lim
HybridFTW: Hybrid Computation of Dynamic Time Warping Distances. IEEE Access 6 (2018)
Wonhyeong Cho, Myeong-Seon Gil, Mi-Jung Choi, Yang-Sae Moon
Storm-based distributed sampling system for multi-source stream environment. Int. J. Distributed Sens. Networks 14 (11) (2018)
Sanghun Lee, Hajin Kim, Mi-Jung Choi, Yang-Sae Moon
A time-series matching approach for symmetric-invariant boundary image matching. Multim. Tools Appl. 77 (16) (2018)
Suman Pandey, Yang-Sae Moon, Mi-Jung Choi
Feasibility study for simulating community based content caching on CCN network using ndnSIM simulator. APNOMS (2017)
Sang-Pil Kim, Myeong-Sun Gil, Hajin Kim, Mi-Jung Choi, Yang-Sae Moon, Hee-Sun Won
Efficient Two-Step Protocol and Its Discriminative Feature Selections in Secure Similar Document Detection. Secur. Commun. Networks 2017 (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)
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)
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)
Soo-Gil Choi, Mi-Jung Choi, Myung-Ki Shin, Seungik Lee
Yang Data Model for SFC Control Plane. APNOMS (2016)
Hee-Sun Won, Sang-Pil Kim, Sanghun Lee, Mi-Jung Choi, Yang-Sae Moon
Secure principal component analysis in multiple distributed nodes. Secur. Commun. Networks 9 (14) (2016)
Suman Pandey, Youngjoon Won, Mi-Jung Choi, Joon-Min Gil
Community Model for Smart TV over the Top Services. J. Inf. Process. Syst. 12 (4) (2016)
Rossi Kamal, Choong Seon Hong, Mi-Jung Choi
Autonomic Resilient Internet-of-Things(IoT)Management. CoRR (2015)
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)
Ki-Hyeon Kim, Mi-Jung Choi
Android malware detection using multivariate time-series technique. 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)
Bum-Soo Kim, Myeong-Seon Gil, Mi-Jung Choi, Yang-Sae Moon
Partial denoising boundary image matching using time-series matching techniques. BigComp (2015)
Myeong-Seon Gil, Bum-Soo Kim, Mi-Jung Choi, Yang-Sae Moon
Fast index construction for distortion-free subsequence matching in time-series databases. BigComp (2015)
Hyo-Sik Ham, Hwan-Hee Kim, Myung-Sup Kim, Mi-Jung Choi
Linear SVM-Based Android Malware Detection. FCC (2014)
Bum-Soo Kim, Yang-Sae Moon, Mi-Jung Choi, Jinho Kim
Interactive noise-controlled boundary image matching using the time-series moving average transform. Multim. Tools Appl. 72 (3) (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)
Hwan-Hee Kim, Mi-Jung Choi
Linux kernel-based feature selection for Android malware detection. APNOMS (2014)
Mi-Jung Choi, Jun-Sang Park, Myung-Sup Kim
Integrated Internet Application-level Traffic Classification. KSII Trans. Internet Inf. Syst. 8 (3) (2014)
Hwan-Hee Kim, Mi-Jung Choi
Towards automatic signature generation for identification of HTTP-based applications. APNOMS (2013)
Hwan-Hee Kim, Mi-Jung Choi
Improvement of application-level analysis of HTTP traffic through server-client correlation. ICTC (2013)
Jeonggon Lee, Bum-Soo Kim, Mi-Jung Choi, Yang-Sae Moon
Evaluation of Space Filling Curves for Lower-Dimensional Transformation of Image Histogram Sequences. IEICE Trans. Inf. Syst. (10) (2013)
Hyo-Sik Ham, Mi-Jung Choi
Analysis of Android malware detection performance using machine learning classifiers. ICTC (2013)
Rossi Kamal, Choong Seon Hong, Mi-Jung Choi
Autonomic learning through stochastic games for rational allocation of scarce medical resources. IM (2013)
Rossi Kamal, J. H. Lee, C. K. Hwang, S. I. Moon, Choong Seon Hong, Mi-Jung Choi
Psychic: An autonomic inference engine for M2M management in Future Internet. APNOMS (2013)
Chang-Gyu Jin, Mi-Jung Choi
Integrated analysis method on HTTP traffic. APNOMS (2012)
Hyo-Sik Ham, Mi-Jung Choi
Applicaion-level traffic analysis of smartphone users using embedded agents. APNOMS (2012)
Myeong-Seon Gil, Bum-Soo Kim, Yang-Sae Moon, Mi-Jung Choi
Speed Up of Index Creation for Time-Series Similarity Search with Handling Distortions. ICHIT (2) (2012)
Seung-Hwan Shin, Rossi Kamal, Rim Haw, Seung Il Moon, Choong Seon Hong, Mi-Jung Choi
Intelligent M2M network using healthcare sensors. APNOMS (2012)
Youngjoon Won, Mi-Jung Choi, Byungchul Park, James Won-Ki Hong
An approach for failure recognition in IP-based industrial control networks and systems. Int. J. Netw. Manag. 22 (6) (2012)
Muhammad Shoaib Siddiqui, Choong Seon Hong, Mi-Jung Choi
Autonomies in policy based network management. NOMS (2012)
Suman Pandey, Mi-Jung Choi, Myung-Sup Kim, James W. Hong
Towards management of machine to machine networks. APNOMS (2011)
Suman Pandey, Mi-Jung Choi, Young J. Won, James Won-Ki Hong
SNMP-based enterprise IP network topology discovery. Int. J. Netw. Manag. 21 (3) (2011)
Chang-Keun Park, Joon-Myung Kang, Mi-Jung Choi, James Won-Ki Hong, Yong-Hun Lim, Seongho Ju, Moon-Suk Choi
Development and testing of an SNMP-based integrated management system for heterogeneous power line communication networks. Int. J. Netw. Manag. 20 (1) (2010)
Suman Pandey, Mi-Jung Choi, Sung-Joo Lee, James W. Hong
IP network topology discovery using SNMP. ICOIN (2009)
Joon-Myung Kang, Hong-Taek Ju, Mi-Jung Choi, James Won-Ki Hong, Jun-Gu Kim
OMA DM-based remote software fault management for mobile devices. Int. J. Netw. Manag. 19 (6) (2009)
Young J. Won, James Won-Ki Hong, Mi-Jung Choi, Chan Kyou Hwang, Jae-Hyoung Yoo
Measurement of download and play and streaming IPTV traffic. IEEE Commun. Mag. 46 (10) (2008)
Chang-Keun Park, Joon-Myung Kang, Mi-Jung Choi, James Won-Ki Hong, Yong-Hun Lim, Moon-Suk Choi
An Integrated Network Management System for Multi-Vendor Power Line Communication Networks. ICOIN (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)
Joon-Myung Kang, Chang-Keun Park, Sin-Seok Seo, Mi-Jung Choi, James Won-Ki Hong
User-Centric Prediction for Battery Lifetime of Mobile Devices. 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)
Sung-Su Kim, Mi-Jung Choi, Hong-Taek Ju, Masayoshi Ejiri, James Won-Ki Hong
Towards Management Requirements of Future Internet. APNOMS (2008)
Mi-Jung Choi, Hong-Taek Ju, James W. Hong, Dong-Sik Yun
Design and implementation of Web Services-based NGOSS technology-specific architecture. Ann. des Télécommunications 63 (3-4) (2008)
Mi-Jung Choi, Hong-Taek Ju, James Won-Ki Hong, Dong-Sik Yun
Design of NGOSS TSA Using Web Services Technologies. Integrated Network Management (2007)
Mi-Jung Choi, James Won-Ki Hong
Towards Management of Next Generation Networks. IEICE Trans. Commun. (11) (2007)
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)
Joon-Myung Kang, Hong-Taek Ju, Mi-Jung Choi, James Won-Ki Hong
OMA DM Based Remote Software Debugging of Mobile Devices. APNOMS (2007)
Young J. Won, Mi-Jung Choi, Jang Jin Lee, Jun Hyub Lee, Hwa Won Hwang, James Won-Ki Hong
Detecting Network Faults on Industrial Process Control IP Networks. IPOM (2007)
Joon-Myung Kang, Hong-Taek Ju, Mi-Jung Choi, James Won-Ki Hong
OMA DM Based Remote RF Signal Monitoring of Mobile Devices for QoS Improvement. MMNS (2007)
Mi-Jung Choi, Hong-Taek Ju, James Won-Ki Hong, Dong-Sik Yun
Towards Realization of Web Services-Based TSA from NGOSS TNA. IPOM (2006)
Laurent Ciarletta, Mi-Jung Choi
Automatic Configuration for VPN Using Active XML. IPOM (2005)
Hyoun-Mi Choi, Mi-Jung Choi, James W. Hong
Design and implementation of XML-based configuration management system for distributed systems. NOMS (1) (2004)
Mi-Jung Choi, Hyoun-Mi Choi, James W. Hong, Hong-Taek Ju
XML-based configuration management for IP network devices. IEEE Commun. Mag. 42 (7) (2004)
Yoon-Jung Oh, Hong-Taek Ju, Mi-Jung Choi, James Won-Ki Hong
Interaction Translation Methods for XML/SNMP Gateway. DSOM (2002)
Mi-Jung Choi, James Won-Ki Hong
A secure web-based global management system for firewall/VPN devices. J. Commun. Networks 4 (1) (2002)
Hong-Taek Ju, Mi-Jung Choi, Sehee Han, Yunjung Oh, Jeong-Hyuk Yoon, Hyojin Lee, James W. Hong
An embedded Web server architecture for XML-based network management. NOMS (2002)
Hong-Taek Ju, Mi-Jung Choi, Hyun-Jun Cha, Sook-Hyang Kim, James Won-Ki Hong
Effective management application interface and integration mechanisms for Web-based network element management. NOMS (2000)