Both knew that Palpatine was their boss.
The Separatists knows that Palpy is pulling their strings because they are run by Dooku, Palpatine's apprentice, using a droid army commisioned by the Trade Federation, who were under Palpatine's thumb since TPM.
The Republic knows that Palpy is pulling...