The five have been arrested for "attempted manslaughter," they said in a statement.
The blast, triggered by a timer, occurred as a bomb disposal officer approached the device. He lost a hand and an eye.
Three other anarchists were also arrested for suspected firebomb attacks on a police barracks in the Florence suburbs, the statement added.
Around 200 police were involved in the roundup, it said.