Roshin Sleeba C.

A Multi-task Mixture of Experts Framework for Malware Classification, Packing Detection, and Family Attribution

Jithin S., Roshin Sleeba C., Anvin Mariya P. B., Asmitha K. A., Vinod P., Serena Nicolazzo, et al.

Malware classification remains a challenging problem due to its inherent heterogeneity, the presence of packed binaries, and the diverse distribution of malware families. Traditional single-model detection mechanisms often fail to generalize across such diverse data, leading to d…Read more