The dataset consists of videos of individuals and attacks with printed 2D masks and
silicone masks . Videos are filmed in different lightning conditions (in a dark room,
daylight, light room and nightlight). Dataset includes videos of people with different
attributes (glasses, mask, hat, hood, wigs and mustaches for men).