The accused, identified as Jalaludin and Shobit, have confessed to their involement in the crimes, an official said.
The duo was taken to Sector-20 police station here before being taken to Hyderabad.
Their location was traced by the police team through electronic surveillance and cyber connectivity details, they said.
