In this paper, we investigate the structure of $π$-local fusion graphs of some finite simple groups of Lie-type of even characteristic. We indicate a strong connection between such graphs and other combinatorial objects, as antipodal covers and Deza graphs. In particular, we find several infinite families of $π$-local fusion graphs of finite simple groups of Lie-type of even characteristic that are strictly Deza graphs.