At least six people were wounded in the central town of Macerata.
The suspect, named locally as Luca Traini, 28, had an Italian flag wrapped around his neck when he was detained.
He had taken part in regional elections for the anti-immigration Northern League last year and reportedly made a fascist salute when he was captured.
Italy votes in national elections on 4 March, with immigration one of the key issues.
