The noun (Substantiv/Nomen) Graffiti is feminine in German. Therefore, the correct definite article in the nominative singular is die. So, you say: die Graffiti.
(graffiti)
Plural von Graffito
Plural of graffito
Die Graffiti an der Mauer waren sehr beeindruckend.
The graffiti on the wall were very impressive.