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20182025
most citedMAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks

139 citations · 145 across the 2 of their papers we have counts for

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cs.LG2018

Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series

Dan Li, Dacheng Chen, Jonathan Goh +1

Today's Cyber-Physical Systems (CPSs) are large, complex, and affixed with networked sensors and actuators that are targets for cyber-attacks. Conventional detection techniques are…