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Residual Size is Not Enough for Anomaly Detection: Improving Detection Performance using Residual Similarity in Multivariate Time Series
SAC 2022 - Virtual Event
Jeong-Han Yun
,
Jonguk Kim
,
Won-Seok Hwang
,
Young Geun Kim
,
Simon S. Woo
,
Byung-Gil Min
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Data - SWaT
SWaT - seq2seq
Data - WADI
Data - HAI
Anomaly detection in Cyber-Physical Systems
Anomaly detection based on the deep neural network error.
Simon S. Woo
,
Yujin Shin
,
Sangyup Lee
,
Shahroz Tariq
,
Young Geun Kim
,
Jinwoo Cho
,
Seoyoung Park
,
Youngrok Choi
Last updated on Oct 2, 2023
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Data - SWaT
Data - HAI
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