Tai-Myoung Chung

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 46

Top Venues

Publications

Hyejun Jeong, Tai-Myoung Chung
Security and Privacy Issues and Solutions in Federated Learning for Digital Healthcare. CoRR (2024)
Ha Min Son, Moon-Hyun Kim, Tai-Myoung Chung, Chao Huang, Xin Liu
FedUV: Uniformity and Variance for Heterogeneous Federated Learning. CoRR (2024)
Joo Hun Yoo, Harim Jeong, Ji Hyun An, Tai-Myoung Chung
Mood Disorder Severity and Subtype Classification Using Multimodal Deep Neural Network Models. Sensors 24 (2) (2024)
Jieming Zhang, Yongho Lee, Tai-Myoung Chung, Hogun Park
Development of a Handwriting Drawings Assessment System for Early Parkinson's Disease Identification with Deep Learning Methods. FDSE (2023)
JunKoo Lee, Tai-Myoung Chung
Stacking Ensembles-based Approach for Pattern Diagnosis of Tabular Data. ICTC (2023)
Yongho Lee, Vinh Pham, Jieming Zhang, Tai-Myoung Chung
A Digital Therapeutics System for the Diagnosis and Management of Depression: Work in Progress. FDSE (2023)
Joo Hun Yoo, Harim Jeong, Ji Hyun An, Hong Jin Jeon, Tai-Myoung Chung
Suicidal Tendency and Depression Diagnosing Medical Agent Using fNIRS and VFT. ICA (2023)
Vinh Pham, Yongho Lee, Tai-Myoung Chung
Personalized Stress Detection System Using Physiological Data from Wearable Sensors. FDSE (2023)
Jieming Zhang, Jongmin Lim, Moon-Hyun Kim, Sungwook Hur, Tai-Myoung Chung
WM-STGCN: A Novel Spatiotemporal Modeling Method for Parkinsonian Gait Recognition. Sensors 23 (10) (2023)
Joo Hun Yoo, Harim Jeong, Tai-Myoung Chung
Classical music information generating system using AI Video Classification. ICTC (2022)
Yongho Lee, Vinh Pham, Tai-Myoung Chung
Explanation of HRV Features for Detecting Atrial Fibrillation. SN Comput. Sci. 3 (6) (2022)
Jieming Zhang, Tai-Myoung Chung
An Improved YOLO V5 Model for Pulmonary Nodule Detection with Synthetic Data Generated by GAN. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Hyejun Jeong, Ha Min Son, Seo Hu Lee, Jayun Hyun, Tai-Myoung Chung
FedCC: Robust Federated Learning against Model Poisoning Attacks. CoRR (2022)
Hyejun Jeong, Tai-Myoung Chung
Security and Privacy Issues and Solutions in Federated Learning for Digital Healthcare. FDSE (CCIS Volume) (2022)
Joo Hun Yoo, Hyejun Jeong, Jaehyeok Lee, Tai-Myoung Chung
Open problems in medical federated learning. Int. J. Web Inf. Syst. 18 (2/3) (2022)
Jaehyeok Lee, Seo Hu Lee, Jayun Hyun, Chan-Yong Park, Minha Choi, Won Jeong Shin, Ji-Ung Park, Tai-Myoung Chung
Optimal transfer-interval frequency to minimize data loss in BLE network for healthcare service. ICTC (2022)
Vinh Pham, Ha Min Son, Thuy Huynh, Tai-Myoung Chung
A Novel Approach to Detect and Monitor COVID-19 Infection Using Transfer Learning Concept in AI. AHFE (5) (2021)
Joo Hun Yoo, Hyejun Jeong, Jaehyeok Lee, Tai-Myoung Chung
Federated Learning: Issues in Medical Application. CoRR (2021)
Joo Hun Yoo, Hyejun Jeong, Jaehyeok Lee, Tai-Myoung Chung
Federated Learning: Issues in Medical Application. FDSE (2021)
Joo Hun Yoo, Ha Min Son, Hyejun Jeong, Eun-Hye Jang, Ah-Young Kim, Han-Young Yu, Hong Jin Jeon, Tai-Myoung Chung
Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application. ICTC (2021)
Jayun Hyun, Yongho Lee, Ha Min Son, Seo Hu Lee, Vinh Pham, Ji-Ung Park, Tai-Myoung Chung
Synthetic Data Generation System for AI-Based Diabetic Foot Diagnosis. SN Comput. Sci. 2 (5) (2021)
Joo Hun Yoo, Ha Min Son, Hyejun Jeong, Eun-Hye Jang, Ah-Young Kim, Han-Young Yu, Hong Jin Jeon, Tai-Myoung Chung
Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application. CoRR (2021)
Ha Min Son, Moon Hyun Kim, Tai-Myoung Chung
Compare Where It Matters: Using Layer-Wise Regularization To Improve Federated Learning on Heterogeneous Data. CoRR (2021)
Ha Min Son, Dong Gyu Lee, Yoo-Sook Joung, Ji Woo Lee, Eun Ju Seok, Tai-Myoung Chung, Soohwan Oh
A novel approach to diagnose ADHD using virtual reality. Int. J. Web Inf. Syst. 17 (5) (2021)
Yongho Lee, Vinh Pham, Tai-Myoung Chung
Innovative Way of Detecting Atrial Fibrillation Based on HRV Features Using AI-Techniques. FDSE (CCIS Volume) (2021)
Jayun Hyun, Seo Hu Lee, Ha Min Son, Ji-Ung Park, Tai-Myoung Chung
A Synthetic Data Generation Model for Diabetic Foot Treatment. FDSE (CCIS Volume) (2020)
Ingyom Kim, Tai-Myoung Chung
Malicious-Traffic Classification Using Deep Learning with Packet Bytes and Arrival Time. FDSE (2020)
Vinh Pham, Eunil Seo, Tai-Myoung Chung
Lightweight Convolutional Neural Network Based Intrusion Detection System. J. Commun. 15 (11) (2020)
Seungho Ryu, Soohwan Oh, Sangah Lee, Tai-Myoung Chung
A Novel Approach to Diagnose ADHD Using Virtual Reality. FDSE (2020)
Je-Kwan Park, Tai-Myoung Chung
Boundary-RRT* Algorithm for Drone Collision Avoidance and Interleaved Path Re-planning. J. Inf. Process. Syst. 16 (6) (2020)
Eunil Seo, Hyoungshick Kim, Tai-Myoung Chung
Profiling-Based Classification Algorithms for Security Applications in Internet of Things. ICIOT (2019)
Nam-Uk Kim, Tai-Myoung Chung
An efficient MSD protection and authentication scheme for automotive ICT based emergency call system. ICACT (2019)
Khusanbek Gafurov, Tai-Myoung Chung
Comprehensive Survey on Internet of Things, Architecture, Security Aspects, Applications, Related Technologies, Economic Perspective, and Future Directions. J. Inf. Process. Syst. 15 (4) (2019)
Eunil Seo, Vyacheslav V. Zalyubovskiy, Tai-Myoung Chung
Mathematical Modeling of the Scalable LISP-deployed Software-Defined Wireless Network. J. Commun. 14 (8) (2019)
Vinh Pham, Namuk Kim, Eunil Seo, Jun Suk Ha, Tai-Myoung Chung
A Method to Enhance the Security Capability of Python IDE. FDSE (2019)
Eunil Seo, Sa-rang Wi, Vyacheslav V. Zalyubovskiy, Tai-Myoung Chung
The Scalable LISP-Deployed Software-Defined Wireless Network (LISP-SDWN) for a Next Generation Wireless Network. IEEE Access 6 (2018)
Chulhee Cho, Tai-Myoung Chung
A novel architecture of Proxy-LMA mobility management scheme for software-based smart factory networking. Int. J. Commun. Syst. 31 (12) (2018)
Soo-Yeon Lee, Sa-rang Wi, Eunil Seo, Jun-Kwon Jung, Tai-Myoung Chung
ProFiOt: Abnormal Behavior Profiling (ABP) of IoT devices based on a machine learning approach. ITNAC (2017)
Eunil Seo, Vyacheslav V. Zalyubovskiy, Tai-Myoung Chung
Leveraging Software-Defined Wireless Network (SDWN) by Locator/Identifier Split Scheme for Mobility Management. J. Commun. 12 (8) (2017)
Nam-Uk Kim, Tai-Myoung Chung
AMI-SIM: An NS-2 Based Simulator for Advanced Metering Infrastructure Network. ICISA (2017)
Chulhee Cho, Byunghun Song, Jongpil Jeong, Tai-Myoung Chung
Design and Performance Analysis of Sensor Proxy-AAA Authentication Scheme Based on Fast Handover and Forwarding Mode for IP-based Internet of Things. EAI Endorsed Trans. Mob. Commun. Appl. 3 (11) (2017)
Eunil Seo, Vyacheslav V. Zalyubovskiy, Tai-Myoung Chung
Design of the Central LISP Management System for the Software-Defined Wireless Network (SDWN). MobiWac (2017)
Chulhee Cho, Byunghun Song, Jongpil Jeong, Tai-Myoung Chung
Design and Performance Analysis of Sensor Proxy-AAA Authentication Scheme Based on Fast Handover and Forwarding Mode for IP-Based Internet of Things. QSHINE (2016)
Sang-Uk Woo, Dong-Hee Kim, Tai-Myoung Chung
Method of Detecting Malware Through Analysis of Opcodes Frequency with Machine Learning Technique. CSA/CUTE (2016)
Dong-Hee Kim, Soo-Hwan Lee, Won-Sik Doo, Sang-il Ahn, Tai-Myoung Chung
Applying PE-Miner Framework to Software Defined Network Quarantine. CSA/CUTE (2016)
Soo-Hwan Lee, Myeong-Uk Song, Jun-Kwon Jung, Tai-Myoung Chung
A Study of Malicious Code Classification System Using MinHash in Network Quarantine Using SDN. CSA/CUTE (2016)
Ho-Jae Lee, Min-Woo Park, Jung-Ho Eom, Tai-Myoung Chung
New Approach for Detecting Leakage of Internal Information; Using Emotional Recognition Technology. KSII Trans. Internet Inf. Syst. 9 (11) (2015)
Tae-Young Kim, Nam-Uk Kim, Tai-Myoung Chung
The Design of Log Analysis Mechanism in SDN Quarantined Network System. CSA/CUTE (2015)
Young-Hyun Choi, Min-Woo Park, Jung-Ho Eom, Tai-Myoung Chung
Dynamic binary analyzer for scanning vulnerabilities with taint analysis. Multim. Tools Appl. 74 (7) (2015)
Kyuhwan Lee, Yunsuk Yeo, Tai-Myoung Chung
HARMS-based Service Discovery Protocol using Address-DNS. FNC/MobiSPC (2015)
Ji-Hoon Hong, Nam-Uk Kim, Tai-Myoung Chung
A Study on the Defense MITM with Message Authentication in WLAN Environments. CSA/CUTE (2015)
Ji-Soo Oh, Min-Woo Park, Tai-Myoung Chung
The Multi-level Security for the Android OS. ICCSA (4) (2014)
Byoung-Koo Kim, Dong-Ho Kang, Jung-Chan Na, Beom-Hwan Chang, Tai-Myoung Chung
Design of Industrial Firewall System Based on Multiple Access Control Filter. FCC (2014)
Jae-Hwa Sim, Sung-Hwan Kim, Min-Woo Park, Tai-Myoung Chung
Eliminating Duplicated Paths to Reduce Computational Cost of Rule Generation by Using SDN. ICCSA (6) (2014)
Jun-Kwon Jung, Ji-Hoon Hong, Tai-Myoung Chung
A Study of Reducing Resource Waste for Mobile Grid with Software Defined Network. ICCSA (4) (2014)
Min-Woo Park, Young-Hyun Choi, Jung-Ho Eom, Tai-Myoung Chung
Dangerous Wi-Fi access point: attacks to benign smartphone applications. Pers. Ubiquitous Comput. 18 (6) (2014)
Hyunjoo Kim, Ikkyun Kim, Tai-Myoung Chung
Abnormal Behavior Detection Technique Based on Big Data. FCC (2014)
Sung-Hwan Kim, Jung-Ho Eom, Tai-Myoung Chung
Big Data Security Hardening Methodology Using Attributes Relationship. ICISA (2013)
Sung-Min Jung, Nam-Uk Kim, Tai-Myoung Chung
Applying Scheduling Algorithms with QoS in the Cloud Computing. ICISA (2013)
Sung-Hwan Kim, Nam-Uk Kim, Tai-Myoung Chung
Attribute Relationship Evaluation Methodology for Big Data Security. ICITCS (2013)
Jin-Seok Yang, Min-Woo Park, Tai-Myoung Chung
A Study on Low-Rate DDoS Attacks in Real Networks. ICISA (2013)
Jae-Won Min, Young-Hyun Choi, Jung-Ho Eom, Tai-Myoung Chung
Explicit Untainting to Reduce Shadow Memory Usage and Access Frequency in Taint Analysis. ICCSA (3) (2013)
Sung-Min Jung, Nam-Uk Kim, Seung-Hyun Lee, Dong-Young Lee, Tai-Myoung Chung
Applying Different Cryptographic Algorithms for Mobile Cloud Computing. MUSIC (2013)
Nam-Uk Kim, Sung-Min Jung, Tai-Myoung Chung
A Remote Control Architecture for Thin-Client in Mobile Cloud Computing. ICISA (2013)
Min-Woo Park, Young-Hyun Choi, Jung-Ho Eom, Tai-Myoung Chung
The Permission-Based Malicious Behaviors Monitoring Model for the Android OS. ICCSA (1) (2013)
Min-Woo Park, Tai-Myoung Chung
Vulnerability of the Smartphone Applications to Connect with Compromised Access Point. ICISA (2013)
Young-Hyun Choi, Tai-Myoung Chung
A Framework for Dynamic Taint Analysis of Binary Executable File. ICISA (2013)
Young-Hyun Choi, Jae-Won Min, Min-Woo Park, Jung-Ho Eom, Tai-Myoung Chung
A Framework of Static Analyzer for Taint Analysis of Binary Executable File. ITCS (2013)
Jun-Kwon Jung, Sung-Min Jung, Tae-Kyung Kim, Tai-Myoung Chung
Implementation of Enhanced Android SPICE Protocol for Mobile Cloud. ICCSA (1) (2013)
Jong-Hyouk Lee, Jean-Marie Bonnin, Ilsun You, Tai-Myoung Chung
Comparative Handover Performance Analysis of IPv6 Mobility Management Protocols. IEEE Trans. Ind. Electron. 60 (3) (2013)
Sung-Hwan Kim, Min-Woo Park, Jung-Ho Eom, Tai-Myoung Chung
The Methodology for Hardening SCADA Security Using Countermeasure Ordering. MUE (2013)
Byoung-Koo Kim, Ikkyun Kim, Tai-Myoung Chung
Network-based Executable File Extraction and Analysis for Malware Detection. SECRYPT (2012)
Jung-Ho Eom, Nam-Uk Kim, Sung-Hwan Kim, Tai-Myoung Chung
Cyber military strategy for cyberspace superiority in cyber warfare. CyberSec (2012)
Nam-Uk Kim, Jung-Ho Eom, Sung-Hwan Kim, Tai-Myoung Chung
The Architecture of User-End Client for Mobile Clout Service. ICHIT (2) (2012)
Jae-Won Min, Sung-Min Jung, Dong-Young Lee, Tai-Myoung Chung
Jump Oriented Programming on Windows Platform (on the x86). ICCSA (3) (2012)
Sung-Hwan Kim, Jung-Ho Eom, Tai-Myoung Chung
A study on optimization of security function for reducing vulnerabilities in SCADA. CyberSec (2012)
Sung-Min Jung, Nam-Uk Kim, Tai-Myoung Chung
The clusterhead chaining scheme considering scalability of the wireless sensor networks. ICOIN (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)
Nam-Uk Kim, Sung-Min Jung, Tai-Myoung Chung
An Efficient Hash-Based Load Balancing Scheme to Support Parallel NIDS. ICCSA (1) (2011)
Jong-Hyouk Lee, Tai-Myoung Chung
Secure handover for Proxy Mobile IPv6 in next-generation communications: scenarios and performance. Wirel. Commun. Mob. Comput. 11 (2) (2011)
Hun-Jung Lim, Tai-Myoung Chung
A Survey on Privacy Problems and Solutions for VANET Based on Network Model. ICA3PP (2) (2011)
Young-Ju Han, Min-Woo Park, Jong-Myoung Kim, Tai-Myoung Chung
A Light-Weighted Misused Key Detection in Wireless Sensor Networks. ICCSA (3) (2010)
Young-Ju Han, Min-Woo Park, Tai-Myoung Chung
SecDEACH: Secure and Resilient Dynamic Clustering Protocol Preserving Data Privacy in WSNs. ICCSA (3) (2010)
Young-Hyun Choi, Tai-Myoung Chung
Using Correspondent Information for Route Optimization Scheme on Proxy Mobile IPv6. J. Networks 5 (8) (2010)
Man Yup Lee, Tai-Myoung Chung
Diameter-based AAA architecture to support small AAA client. ICTC (2010)
Jong-Hyouk Lee, Tai-Myoung Chung
How much do we gain by introducing route optimization in Proxy Mobile IPv6 networks? Ann. des Télécommunications 65 (5-6) (2010)
Jong-Hyouk Lee, Moonseong Kim, Byoung-Soo Koh, Tai-Myoung Chung
Adaptive Authentication And Registration Key Management Scheme Based On AAA Architecture. Intell. Autom. Soft Comput. 16 (4) (2010)
Soo-Duek Kim, Seon-Ho Park, ChangSup Keum, Tai-Myoung Chung
A study new challenge for billing system in converged service platform. NCM (2010)
Jong-Hyouk Lee, Thierry Ernst, Tai-Myoung Chung
Cost analysis of IP mobility management protocols for consumer mobile devices. IEEE Trans. Consumer Electron. 56 (2) (2010)
Seong-Soo Park, Jong-Hyouk Lee, Tai-Myoung Chung
Authentication Analysis Based on Certificate for Proxy Mobile IPv6 Environment. ICCSA (1) (2009)
Soo-Duek Kim, Jong-Hyouk Lee, Tai-Myoung Chung
Secure Fast Handover Scheme of Proxy Mobile IPv6. NCM (2009)
Jong-Hyouk Lee, Byung-Jin Han, Hyung-Jin Lim, Yeong-Deok Kim, Navrati Saxena, Tai-Myoung Chung
Optimizing Access Point Allocation Using Genetic Algorithmic Approach for Smart Home Environments. Comput. J. 52 (8) (2009)
Seon-Ho Park, Young-Ju Han, Jung-Ho Eom, Tai-Myoung Chung
Architecture of Context-Aware Workflow Authorization Management Systems for Workflow-Based Systems. APNOMS (2009)
Jong-Hyouk Lee, Sri Gundavelli, Tai-Myoung Chung
A Performance Analysis on Route Optimization for Proxy Mobile IPv6. ICC (2009)
Young-Ju Han, Min-Woo Park, Jong-Myoung Kim, Yoonjoo Kwon, Tai-Myoung Chung
Eperfi: Design and Implementation of End-to-End Network Performance Measurement and Diagnosis System for High-Speed Networks. FGIT-FGCN (2009)
Seong-Soo Park, Jong-Hyouk Lee, Tai-Myoung Chung
Authentication Scheme Based on Trust and Clustering Using Fuzzy Control in Wireless Ad-Hoc Networks. ICCSA (2) (2009)
Hyung-Jin Lim, Moonseong Kim, Jong-Hyouk Lee, Tai-Myoung Chung
Route Optimization in Nested NEMO: Classification, Evaluation, and Analysis from NEMO Fringe Stub Perspective. IEEE Trans. Mob. Comput. 8 (11) (2009)
Young-Hyun Choi, Tai-Myoung Chung
Enhanced Light Weight Route Optimization in Proxy Mobile IPv6. NCM (2009)
Seon-Ho Park, Jung-Ho Eom, Tai-Myoung Chung
A Study on Access Control Model for Context-Aware Workflow. NCM (2009)
Hun-Jung Lim, Tai-Myoung Chung
The Bias Routing Tree Avoiding Technique for Hierarchical Routing Protocol over 6LoWPAN. NCM (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tai-Myoung Chung