Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems

Jesse Ables, Nathaniel Childers, William Anderson +4

This paper addresses trust issues created from the ubiquity of black box algorithms and surrogate explainers in Explainable Intrusion Detection Systems (X-IDS). While Explainable A…