Abstract: With the rapid evolution of cyber threats, traditional Artificial Intelligence (AI)-driven security models often fail to provide real-time, interpretable, and adaptive threat intelligence.

Abstract: Human reasoning naturally combines concepts to identify unseen compositions, a capability that Compositional Zero-Shot Learning (CZSL) aims to replicate in machine learning models. However, ...