This paper considers the Cops and Attacking Robbers game, a variant of Cops and Robbers, where the robber is empowered to attack a cop in the same way a cop can capture the robber. In a graph , the number of cops required to capture a robber in the Cops and Attacking Robbers game is denoted by . We characterise the triangle-free graphs with via a natural generalisation of the cop-win characterisation by Nowakowski and Winkler \cite{nowakowski1983vertex}. We also prove that all bipartite planar graphs have and show this is tight by constructing a bipartite planar graph with . Finally we construct non-isomorphic graphs of order with and . This provides the first example of a graph with extending work by Bonato, Finbow, Gordinowicz, Haidar, Kinnersley, Mitsche, Prałat, and Stacho \cite{bonato2014robber}. We conclude with a list of conjectures and open problems.

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