The present invention relates to novel recombinant swinepox viruses and their use in vaccine compositions. The recombinant swinepox viruses of the invention are doubly defective for IL18bp and TK genes, and comprise at least one foreign gene cloned into defective TK gene sequence. The invention is particularly suited to produce swine vaccines, particularly for vaccinating swine against PCV2 infection.