From Longman Dictionary of Contemporary Englishblame/shoot the messengerblame/shoot the messengerANGRYto be angry with the person who tells you about something bad, instead of the person who caused it to happen → messenger
Examples from the Corpus
blame/shoot the messenger• Criticising Alan for saying how well scum are playing is a bit like shooting the messenger who brings bad news.