Hmmm, the phrase 'you had me', in the context of where someone had been fooling you into believing something that isn't true, can also be expressed as 'you had me going' (only in informal speech). It is correctly used when followed with something like: 'you really had me going there' or 'you had me going all along'. In short, English natives will understand you both ways :)