Ruleset tuning that reduces label imbalance improves DeepCASE's alert classification and the correctness of its explanations in a real SOC dataset.
DeepCASE: Semi-Supervised Contextual Analysis of Security Events,
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On the Effect of Ruleset Tuning and Data Imbalance on Explainable Network Security Alert Classifications: a Case-Study on DeepCASE
Ruleset tuning that reduces label imbalance improves DeepCASE's alert classification and the correctness of its explanations in a real SOC dataset.