The Federal Bureau of Investigation (FBI) in Kentucky has arrested more than 25 people in connection with the attacks on the US.
In Chicago, a man caught wearing an airline uniform and carrying a false passport has been charged.
Those arrested in Kentucky are being held at various police stations in the state.
The US arrests come as four people were detained by anti-terrorist police in London and Birmingham.