The suspects were all male and aged between 33 and 57, Deputy Inspector-General of Police Tan Sri Noor Rashid Ibrahim told a press conference.
In addition to the four, three North Koreans were being sought to assist with enquiries.
Police yesterday arrested a North Korean man over the killing last Monday of Kim Jong-Nam after detaining a woman carrying a Vietnamese passport, as well as an Indonesian woman and a Malaysian man.