Yangwoo Kim

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 15

Top Topics

Reinforcement Learning

Intrusion Detection

Top Venues

Publications

Hyojoon Han, Hyukho Kim, Yangwoo Kim
Correlation between Deep Neural Network Hidden Layer and Intrusion Detection Performance in IoT Intrusion Detection System. Symmetry 14 (10) (2022)
Hyojoon Han, Hyukho Kim, Yangwoo Kim
An Efficient Hyperparameter Control Method for a Network Intrusion Detection System Based on Proximal Policy Optimization. Symmetry 14 (1) (2022)
Motahareh Mobasheri, Yangwoo Kim, Woongsup Kim
Toward an Adaptive Threshold on Cooperative Bandwidth Management Based on Hierarchical Reinforcement Learning. Sensors 21 (21) (2021)
Motahareh Mobasheri, Yangwoo Kim, Woongsup Kim
Fog Fragment Cooperation on Bandwidth Management Based on Reinforcement Learning. Sensors 20 (23) (2020)
Motahareh Mobasheri, Yangwoo Kim, Woongsup Kim
Toward Developing Fog Decision Making on the Transmission Rate of Various IoT Devices Based on Reinforcement Learning. IEEE Internet Things Mag. 3 (1) (2020)
Muhammad Ashfaq Khan, Md. Rezaul Karim, Yangwoo Kim
A Scalable and Hybrid Intrusion Detection System Based on the Convolutional-LSTM Network. Symmetry 11 (4) (2019)
Yangwoo Kim, Sehyeon Jang, Kyungho Won, Sung Chan Jun
CANet: A Channel Attention Network to Determine Informative Multi-channel for Image Classification from Brain Signals. EMBC (2019)
Kamran Siddique, Zahid Akhtar, Farrukh Aslam Khan, Yangwoo Kim
KDD Cup 99 Data Sets: A Perspective on the Role of Data Sets in Network Intrusion Detection Research. Computer 52 (2) (2019)
Muhammad Ashfaq Khan, Md. Rezaul Karim, Yangwoo Kim
A Two-Stage Big Data Analytics Framework with Real World Applications Using Spark Machine Learning and Long Short-Term Memory Network. Symmetry 10 (10) (2018)
Kamran Siddique, Zahid Akhtar, Muhammad Ashfaq Khan, Yong-Hwan Jung, Yangwoo Kim
Developing an Intrusion Detection Framework for High-Speed Big Data Networks: A Comprehensive Approach. KSII Trans. Internet Inf. Syst. 12 (8) (2018)
Kamran Siddique, Zahid Akhtar, Haeng-gon Lee, Woongsup Kim, Yangwoo Kim
Toward Bulk Synchronous Parallel-Based Machine Learning Techniques for Anomaly Detection in High-Speed Big Data Networks. Symmetry 9 (9) (2017)
Kamran Siddique, Zahid Akhtar, Yangwoo Kim
Intrusion Detection in High-Speed Big Data Networks: A Comprehensive Approach. CSA/CUTE (2017)
Motahareh Mobasheri, Yangwoo Kim, Haeng-Gon Lee, Mehdi Dehghan TakhtFooladi
Decreasing Delay Variation In Multimedia Applications In Single-Hop Wireless. ICMSSP (2017)
Kamran Siddique, Zahid Akhtar, Yangwoo Kim, Young-Sik Jeong, Edward J. Yoon
Investigating Apache Hama: a bulk synchronous parallel computing framework. J. Supercomput. 73 (9) (2017)
Kamran Siddique, Zahid Akhtar, Edward J. Yoon, Young-Sik Jeong, Dipankar Dasgupta, Yangwoo Kim
Apache Hama: An Emerging Bulk Synchronous Parallel Computing Framework for Big Data Applications. IEEE Access 4 (2016)
Seungha Lee, Yangwoo Kim, Woongsup Kim
A Peer-to-Peer Based Job Distribution Model Using Dynamic Network Structure Transformation. MUSIC (2013)
Hyukho Kim, Woongsup Kim, Yangwoo Kim
A Pattern-Based Prediction Model for Dynamic Resource Provisioning in Cloud Environment. KSII Trans. Internet Inf. Syst. 5 (10) (2011)
Hyukho Kim, Woongsup Kim, Kyoungmook Lee, Yangwoo Kim
A Data Processing Framework for Cloud Environment Based on Hadoop and Grid Middleware. FGIT-GDC (2011)
Hyukho Kim, Woongsup Kim, Yangwoo Kim
Predictable Cloud Provisioning Using Analysis of User Resource Usage Patterns in Virtualized Environment. FGIT-GDC/CA (2010)
Hyukho Kim, Hana Lee, Woongsup Kim, Yangwoo Kim
A Trust Evaluation Model for Cloud Computing. FGIT-GDC (2009)
Yoonhee Kim, Ilkyeun Ra, Salim Hariri, Yangwoo Kim
A Grid-Enabled Adaptive Problem Solving Environment. European Across Grids Conference (2004)