If you are 100% sure, REMOVE THEM NOW.
But if you are a beginner at growing, which you undoubtedly are, you are more inclined to mistaking a slow developing female for a male. I've done it. We've all done it.
If you just started flowering though, you do have a grace period, roughly 10-14...