Abstract: Linux security monitoring is built on system logs that capture events ranging from process executions to kernel failures to its authentication attempts. These records are bulky and redundant ...
The AERCA algorithm performs robust root cause analysis in multivariate time series data by leveraging Granger causal discovery methods. This implementation in PyTorch facilitates experimentation on ...
Abstract: The growing complexity of modern automated production systems demands solutions for managing alarm floods potentially stemming from multi-root causes, while improving situational awareness ...
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