The accused had gathered near Hockey Ground in Begumpet, Secunderabad, and were "trying to exchange demonetised old currency through agents", a police release said.
Police also seized two cars from their possession.
The accused were booked under Specified Bank Notes (Cessation of Liabilities) Act, 2017. Begumpet police were conducting further probe.