Stephen Thorne and colleagues describe, in a mouse model, an oncolytic vaccinia virus with interferon-dependent cancer selectivity that allows tumor-specific replication; it also expresses the IFN-β gene and hence has efficacy against tumors. Here, IFNB1 is linked to cancer.