"Eyes Without a Face" is a song by the English rock musician Billy Idol, from his second studio album Rebel Yell (1983).

In a retrospective review of the single, AllMusic journalist Donald A. Guarisco praised the song and wrote: "The music plays against the dark tone of the lyrics with a ballad-styled melody comprised of yearning verses that slowly build emotion and a quietly wrenching chorus that relieves the emotional tension in a cathartic manner.

I began to write words that, in some disguised form, spoke about my life in New York and a relationship gone wrong, on the edge of disintegrating into madness.

"[7] Idol's then-girlfriend Perri Lister sings backing vocals during the chorus, repeating the French phrase "Les yeux sans visage" ("Eyes without a face"), the original title of the horror film.

Cashbox said that the song is "more subdued" and "more sensitive" than Idol's previous single "Rebel Yell" and features "a silky acoustic guitar backdrop and a probing melodic bass line" by Puerto Rican New Yorker session bassist Sal Cuevas.