Publications

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Young Geun Kim, Changryong Baek (2023). Bayesian Vector Heterogeneous Autoregressive Modeling. JSCS.

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Jeong-Han Yun, Jonguk Kim, Won-Seok Hwang, Young Geun Kim, Simon S. Woo, Byung-Gil Min (2022). Residual Size is Not Enough for Anomaly Detection: Improving Detection Performance using Residual Similarity in Multivariate Time Series. SAC ‘22.

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Young Geun Kim, Jeong-Han Yun, Siho Han, Hyoung Chun Kim, Simon S. Woo (2021). Revitalizing Self-Organizing Map: Anomaly Detection using Forecasting Error Patterns. IFIP SEC 2021.

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Jinwoo Cho, Shahroz Tariq, Sangyup Lee, Young Geun Kim, Jeong-Han Yun, Jonguk Kim, Hyoung Chun Kim, Simon S. Woo (2019). Contextual Anomaly Detection by Correlated Probability Distributions using Kullback-Leibler Divergence. MILETS ‘19 (Workshop).

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Presentations

Bayesian Vector Heterogeneous Autoregressive Modeling
KSS Summer 2024
Jul 4, 2024 4:10 PM — 4:30 PM Seoul, Korea
Project Slides DOI Publication
Revitalizing Self-Organizing Map: Anomaly Detection using Forecasting Error Patterns
IFIP SEC 2021
Jun 22, 2021 9:30 AM — Jun 24, 2021 4:30 PM Online via Hopin Platform
Project Slides DOI Publication
Revitalizing Self-Organizing Map: Anomaly Detection using Forecasting Error Patterns

Working Papers

Papers under review