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20172026
most citedDeep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams

152 citations · 179 across the 5 of their papers we have counts for

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cs.LG2020

Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics

Jan Drgona, Aaron R. Tuor, Vikas Chandan +1

We present a physics-constrained control-oriented deep learning method for modeling building thermal dynamics. The proposed method is based on the systematic encoding of physics-ba…

cs.LG2018

Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection

Andy Brown, Aaron Tuor, Brian Hutchinson +1

Deep learning has recently demonstrated state-of-the art performance on key tasks related to the maintenance of computer systems, such as intrusion detection, denial of service att…