A semiconductor device includes: a cell stack structure including first cell stack layers and stack conductive layers, which are alternately stacked; a cell plug penetrating the cell stack structure; and a cell chip guard surrounding the cell stack structure and the cell plug. The cell chip guard includes a guard semiconductor layer and a guard insulating layer covering a sidewall of the guard semiconductor layer.