PANACEA: A Neural Model Ensemble for Cyber-Threat Detection

Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba

Abstract: This study describes a new cyber-threat detection method, named PANACEA, that uses Ensemble Deep Learning coupled with Adversarial Training and XAI, to gain accuracy with neural models trained in cybersecurity problems.