Solar-driven interfacial evaporation (SIE) receives much attention nowadays. At present, efficient thermal management and salt resistance during operation are still the difficulties of SIE technology. In this work, a new composite hydrogel for SIE has been reported. This composite hydrogel uses polyvinyl acetate (PVA) and chitosan (CS) as the framework, carbon nanoparticles (CB) as the photothermal material, modified with hydrophilic/hydrophobic fumed nano-silica. The addition of fumed nano-silica reduces the thermal conductivity and effectively immobilizes heat energy on the evaporator’s top surface, which reduces heat loss and improves the evaporation rate. The CSPC (CB/Nano-silica PVA-CS) evaporator modified with hydrophobic nano-silica exhibits Janus structure with transition from a hydrophobic top to a hydrophilic bottom. The Janus-structured CSPC evaporator has the characteristics of excellent salt resistance, simple preparation process, low heat loss with self-floating property. The CSPC evaporator containing 0.5 g hydrophobic fumed nano-silica has a maximum evaporation rate of 1.58 kg/(m2·h), about 1.6 times higher than the evaporator without fumed nano-silica, which proves that the introduction of fumed nano-silica can effectively improve the evaporation performance of hydrogel. The overall efficiency of CSPC evaporator in simulated seawater is 88.63 %. The evaporation rate of CSPC evaporator has reached a high level in the evaporators using carbon black as photothermal material which was prepared by simple and low-cost method. It should be a promising category of material to be employed for solar desalination.