Attacks can backfire on attackers sometimes spectacularly. Examples include - the beating of Rodney King by Los Angeles police in 1991, the surveillance of Ralph Nader in 1965, and the invasion of Iraq in 2003. Through numerous case studies, this work aims to reveal the promising tactics that can make unfair attacks backfire.