The present invention relates to artificial bait for fishing, using an attractant and, more specifically, to artificial bait for fishing, using an attractant and comprising: an artificial bait body having an accommodation space therein, and having an inlet hole through which water flows into the accommodation space by water pressure during fishing; and an attracting agent made of an attractant and insertably and separably provided in the accommodation space, such that the water flowing through the inlet hole comes in contact with the attracting agent so as to discharge the attractant to the outside through a discharge hole of the artificial bait body.