NYPD hunts woman who fled subway shooting after 'stabbing' gun-wielding attacker – as new video shows him lying on train after being shot with his OWN GUN

The woman, who has not been identified, was seen in shocking footage whipping out a knife during the frenzied scenes in Brooklyn on Thursday night, stabbing the attacker multiple times.