Nitin Choudhury

FOCA: MULTIMODAL MALWARE CLASSIFICATION VIA HYPERBOLIC CROSS-ATTENTION

In this work, we introduce FOCA, a novel multimodal framework for malware classification that jointly leverages audio and visual modalities. Unlike conventional Euclidean-based fusion methods, FOCA is the first to exploit the intrinsic hierarchical relationships between audio and visual representati…