The CBI on Wednesday arrested Kalyani Singh, daughter of Acting Chief Justice of Himachal Pradesh High Court, in connection with the killing of national-level shooter Sukhmanpreet Singh alias Sippy Sidhu over six years ago in Chandigarh, officials said.