Most of the species pictured here are Phoneutria nigriventer although 8 species occur in Brazil, the entire genus is known locally as "armadeira".
They're generally considered one of the world's most dangerous spiders and due their "armed" threat display got the big fame of being agressive spiders instead of defensive.