Gauss-Bonnet gravity has superluminal modes because of non-canonical kinetic terms for gravitons. Superluminal modes make the causal structure nontrivial. Especially, the definition of black holes becomes nontrivial. In my talk, after a brief review of the technique to analyze the causal structure, called characteristics method, the causal structure in Gauss-Bonnet gravity will be discussed.