Based on a Danish crime series format inspired by the bestselling work of author Elsebeth Egholm, Those Who Kill centers on Catherine Jensen (Sevigny), a freshly minted and incredibly smart police detective who tracks down serial killers while also attempting to come to terms with her past by continuing to investigate her stepfather, who she suspects may be a serial killer, and her brother who went missing as a sixteen-year-old.