The fishermen were arrested while reportedly fishing off Neduntheevu, Fisheries Inspector Bala said.
They have been taken to Kangesanthurai.
Their three boats were also seized, the official added.
On August 8, nearly 50 fishermen, belonging to Pudukottai and Jagadapattinam districts, were arrested for allegedly poaching in Lankan waters.