Green’s Dictionary of Slang

dust adj.

[SE dust, the condition of human decay]

(US campus) ruined, utterly exhausted; in serious trouble.

[US]P. Munro Sl. U. 29: If you don’t show up, you’re dust!
[US]D. Burke Street Talk 2 17: If you forget his birthday again, you’re dust!