NF-κB is implicated in MM and other malignancies, but it is challenging to block NF-κB only in diseased cells. Tornatore et al. identify an interaction between MKK7 and NF-κB-regulated GADD45β as a therapeutic target and develop a peptide that disrupts the complex and selectively kills MM cells.