Delhi Police will deploy over 1,000 security personnel, including paramilitary forces, outside the CBI headquarters to ensure the safety of Chief Minister Arvind Kejriwal, summoned by the agency on Sunday in connection with alleged irregularities in the now-scrapped excise policy, officials said.