The invention discloses a forward osmosis membrane based on interfacial hydrophilic modification, which comprises a separation skin layer on the surface, a porous support layer in the middle and a non-woven fabric support material at the bottom, and is characterized in that the porous support layer and the non-woven fabric There is also a hydrophilic polymer layer between the support materials, and the hydrophilic polymer layer is embedded in the non-woven support material. The material of the non-woven supporting material is polyolefin or polyester. The hydrophilic polymer can also be crosslinked by a crosslinking agent. The present invention, through hydrophilic modification, on the one hand reduces the osmotic resistance of water in the osmosis process and improves the water flux; on the other hand, in the process of phase inversion, because water is more permeable, it is easier to undergo instantaneous phase inversion , forming a large pore structure, increasing the porosity and reducing the tortuosity of the pores, so it can significantly reduce the internal concentration polarization and improve the water flux of the membrane.