Story highlights The two men are part of 'Ndrangheta, a dangerous criminal network

It is involved in kidnappings, corruption, drug trafficking, gambling and murders

(CNN) After eluding capture for years, two Mafia bosses have been arrested in an underground bunker in southern Italy.

Police seized mobsters Giuseppe Ferraro, 47, and Giuseppe Crea, 37, in Calabria region Friday, according to Italian news agency Ansa.

Ferraro was found guilty of murder and Mafia association decades ago, and had been a fugitive since 1998.

Crea was convicted of Mafia association and had been on the run for nine years, according to the news agency.

A collection of weapons was found in the bunker.

Their hideout had an array of weapons, including rifles, pistols and machine guns.