This invention relates to binding molecules that bind specifically to TNF-related apoptosis- inducing ligand receptor 2 (TRAILR2) and cadherin-17 (CDH17) and their use in medicine, pharmaceutical compositions comprising the same, and methods of using the same as agents for treatment and/or prevention of cancer.