shoot the messenger

Từ điển Oxford Advanced Learner 8th

shoot the ˈmessenger idiom
to blame the person who gives the news that sth bad has happened, instead of the person who is really responsible
•Don't shoot the messenger!
Main entry: ↑shoot_idiom