Normally the flux lines inside the gates are uniform and parallel in MOSFETs. But at the edges, the flux lines are not straight and bend slightly upward due to the geometry. This extended field (nonlinear) at the sidewall is the fringing field. In the literature, there are many references of fringe field, especially in the context of short channel effect in MOSFETs.