It sounds like play aggression and as others stated, have toys around her to distract her when she does it, for instance, have a cat toy in your pocket and when she does it pull it out and throw it. My previous cat did this behavior not often but on occasion but I found out it was because I was moving around a lot. I had her since college and when I married and settled down she stopped plus she was older. She was also set off when someone was pacing back on forth and that sets a prey drive in them or can. But again I can only recall her doing this three or four times in her lifetime and it was when she was younger. But one instance was bad. My roommate got starched up pretty bad, no bites. If it continues you can talk to your vet about it, there is kitty Prozac. Some cats act bipolar-like, being very serious about this. And it does help with aggression. But I would ask yourself what might be the cause that sets her off. Are you playing with her enough? Have you ever played with your hands or feet with her? Have you moved recently? Or is there a new animal or pet in the house? Lastly, she may need another kitty friend to play with. Talk to cat behaviorists and they can guide you.
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