Jongyeop Kim

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 28

Top Topics

Intrusion Detection

Top Venues

Publications

Cemil Emre Yavas, Jongyeop Kim, Lei Chen
Mastering Precision in Pivotal Variables Defining Wine Quality via Incremental Analysis of Baseline Accuracy. IEEE Access 12 (2024)
Daniel Ukene, Hayden Wimmer, Jongyeop Kim
Evaluating the Performance of Containerized Webservers against web servers on Virtual Machines using Bombardment and Siege. SERA (2023)
Ian Trawinski, Hayden Wimmer, Jongyeop Kim
Anomaly Detection in Intrusion Detection System using Amazon SageMaker. SERA (2023)
Jongyeop Kim, Jongho Seol, Tasnim Akter Onisha, Yiming Ji
Hyper Parameter Classification on Deep Learning Model for Cryptocurrency Price Prediction. BCD (2023)
Jongho Seol, Jongyeop Kim, Abhilash Kancharla
DRL Model for Distributed Agent-based IoT on Multi-Access Edge Computing for Accident Forecast. BCD (2023)
Suhaima Jamal, Meenalosini Vimal Cruz, Jongyeop Kim
Cloud-Based Human Emotion Classification Model from EEG Signals. UEMCON (2023)
Hamed Sanusi, Zheni Utic, Jongyeop Kim
Improving Network Intrusion Detection Using Supervised Learning for Feature Selection. BCD (2023)
Md Arifur Rahman, Hossein Taheri, Jongyeop Kim
Deep Learning Model for Railroad Structural Health Monitoring via Distributed Acoustic Sensing. SNPD-Winter (2023)
Jongyeop Kim, Jinki Kim, Matthew Sands, Seongsoo Kim
Deep Learning Model to Improve the Stability of Damage Identification via Output-only Signal. SERA (2023)
Seongsoo Kim, Lei Chen, Jongyeop Kim, Yiming Ji, Rami J. Haddad
A Comparative Study of Deep Learning Models for Hyper Parameter Classification on UNSW-NB15. SERA (2023)
Seongsoo Kim, Hayden Wimmer, Jongyeop Kim
Analysis of Deep Learning Libraries: Keras, PyTorch, and MXnet. SERA (2022)
Matthew Sands, Jongyeop Kim, Jinki Kim, Seongsoo Kim
Ensemble Deep Learning Model for Damage Identification via Output-Only Signal Analysis. SNPD (2022)
Omotola Adekanbmi, Hayden Wimmer, Jongyeop Kim
Big Cyber Security Data Analysis with Apache Mahou. SERA (2022)
Seongsoo Kim, Yiming Ji, Jongyeop Kim, Eric W. Montie
Dolphin Whistle Visualization Framework: MySQL Query Approach. SERA (2022)
Matthew Sands, Jongyeop Kim, Jinki Kim, Seongsoo Kim
A Deep Learning Model for Predicting Damaged Points via Random Vibration Signal Analysis. SNPD (2022)
Matthew Sands, Jongyeop Kim, Jinki Kim
Output-only Structural Damage Detection via Enhanced Random Vibration Analysis using LSTM/GRU model. SERA (2022)
Jongyeop Kim, Seongsoo Kim, Hayden Wimmer, Hong Liu
A Cryptocurrency Prediction Model Using LSTM and GRU Algorithms. BCD (2021)
Seongsoo Kim, Lei Chen, Jongyeop Kim
Intrusion Prediction using Long Short-Term Memory Deep Learning with UNSW-NB15. BCD (2021)
Seongsoo Kim, Lei Chen, Jongyeop Kim
Intrusion Prediction using LSTM and GRU with UNSW-NB15. ComComAP (2021)
Jongyeop Kim, Hayden Wimmer, Hong Liu, Seongsoo Kim
A Streaming Data Collection and Analysis for Cryptocurrency Price Prediction using LSTM. BCD (2021)
Jongyeop Kim, Seongsoo Kim, Donghoon Kim, Hong Liu
Automated Configuration Parameter Classfication Model for Hive Query Plan on the Apache Yarn. BCD (2019)
Jongyeop Kim, Abhilash Kancharla, Jongho Seol, Noh-Jin Park, Nohpill Park
Optimized Common Parameter Set Extraction by Benchmarking Applications on a Big Data Platform. SNPD (2018)
Jongyeop Kim, Wonhong Jeon, Kyung-Joon Park, Jihwan P. Choi
Coexistence of Full-Duplex-Based IEEE 802.15.4 and IEEE 802.11. IEEE Trans. Ind. Informatics 14 (12) (2018)
Jongyeop Kim, Jinwoong Kim, Jemin Lee, Jihwan P. Choi
Physical-Layer Security Against Smart Eavesdroppers: Exploiting Full-Duplex Receivers. IEEE Access 6 (2018)
Jongyeop Kim, Abhilash Kancharla, Jongho Seol, Indy Park, Nohpill Park
Optimized Common Parameter Set Extraction Framework by Multiple Benchmarking Applications on a Big Data Platform. Int. J. Networked Distributed Comput. 6 (4) (2018)
Abhilash Kancharla, Jongyeop Kim, Noh-Jin Park, Nohpill Park
Big Streaming Data Buffering Optimization. ACIT/CSII/BCD (2017)
Jongyeop Kim, Noh-Jin Park, Nohpill Park
A Study of Heuristically-Based Parametric Performance Improvement/Optimization Algorithms for BigData Computing. ACIT/CSII/BCD (2017)
Jongyeop Kim, Jihwan P. Choi
Cancellation-Based Friendly Jamming for Physical Layer Security. GLOBECOM (2016)
Jongyeop Kim, Nohpill Park
Identification of the Optimal Hadoop Configuration Parameters Set for Mapreduce Computing. ACIT-CSI (2015)
Jongyeop Kim, Ashwin Kumar T. K, K. M. George, Nohpill Park
Performance evaluation and tuning for MapReduce computing in Hadoop distributed file system. INDIN (2015)
Ashwin Kumar T. K, Jongyeop Kim, K. M. George, Nohpill Park
Dynamic data rebalancing in Hadoop. ICIS (2014)