Kang-Hee Lee Email : lkh7054@gmail.com

Education

B.S Dept. of Computer Science and Engineering, Sangmyung. (2012.3 ~ 2018.3)
M.S Dept. of Coumputer Software, Sangmyung. (2018.3 ~ 2020.2)

Research interests

• Data Mining
• Data Science
• Machine Learning / Deep Learning
• XAI(eXplainable AI)

Publications

• "Traffic Classification using Deep learning: Being Highly Accurate is Not Enough"
  Kang-hee Lee, Seung-hun Lee, Hyun-chul Kim
  ACM SIGCOMM, New York City, Aug 2020.
• "Content-based Success Prediction of Crowdfunding Campaigns: A Deep Learning Approach"
  Seunghun Lee, Kanghee Lee, and Hyun-chul Kim
  ACM CSCW, New York City's Hudson River (Jersey City), Nov. 2018.
• "Predicting Success of Crowdfunding Campaigns using Multimedia and Linguistic Features"
  Kang-hee Lee, Seung-hun Lee, and Hyun-chul Kim
  Journal of Korea Multimedia Society, Vol. 21, No. 2, pp. 281-288, Feb. 2018.

Project

• Profiling Cyber Security Experts, sponsored by National Security Research Institute, Korea, 2020.06 ~ 11 ($40K / 6 months)
• Multi-modal data-driven Explainable AI systems and the Future of Digital Finance, sponsored by the National Research Foundataion, Korea, 2019.9 ~ 2020.2 (~260K).
• Towards Explainable AI in Next-Generation Intrusion Detection systems, sponsored by National Security Research Institute, Korea, 2019.4 ~ 10 (~$50K/7 months).
• Statistics-based Network Behavior Modeling, sponsored by National Security Research Institute, Korea, 2018.05 ~ 10 (~$40K/6 months)
• Traffic Measurement in Anonymity Networks, sponsored by National Security Research Institute, Korea, 2017.4 ~ 10 (~$35K/6 months).