The story
In reference to blue police uniforms.
Etymology from Wiktionary, CC BY-SA 4.0.
blue wall of silence
Today it means: Strict secretiveness maintained by the members of a police force with respect to information which might be contrary to their interests, especially information concerning questionable police actions. Full definition →