A comparative evaluation of unsupervised deep architectures for intrusion detection in sequential data streams

Dušan Sovilj,Paul Budnarain,Scott Sanner,Geoff Salmon,Mohan Rao

Expert Systems with Applications（2020）

引用 15|浏览21

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摘要

•Thorough comparison of recurrent neural networks for anomaly detection.•Introduction of attentional component enabling explanations for end-users.•Evaluation focusing on ranking metrics with end-users in mind.

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关键词

Deep learning,Intrusion detection,Anomaly detection,Real-world data

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