Enables SUMO-specific endopeptidase activity. Involved in antiviral innate immune response and protein desumoylation. Is active in postsynaptic cytosol and presynaptic cytosol. Is expressed in heart. Orthologous to human SENP7 (SUMO specific peptidase 7).