Evaluation of AutoML Frameworks for IDS under Imbalanced Data Conditions of the NSL-KDD Dataset

Wiliane Carolina Silva, Evandro César Vilas Boas, Felipe A. P. de Figueiredo

This work investigates the impact of severe class imbalance on the performance of automated machine learning (AutoML) frameworks for multiclass network intrusion detection using th…