Popularity of green and sustainable development among people encourages them to pursue safe, harmless and side-effect free products. No toxicity and irritation, coupled with superior biodegradability and bio-compatibility, are attributable for people’s growing attention on biomass particle emulsifier. This paper reviews the research progress of Pickering emulsions stabilized with naturally derived solid particles, including polysaccharide-based particles such as starch, chitosan, cellulose, cyclodextrin, etc., and protein-based particles such as whey protein, soy protein, and zein. etc., and other types of particles such as flavonoids, polyphenols, natural pearl powder, etc. In addition, the paper reviews the application of Pickering emulsions stabilized with natural solid particles in cosmetics, including enhancing emulsion system stability, loading bio-active ingredients and synergistic effect. Finally, the application prospect of Pickering emulsions stabilized with naturally derived solid particles is prospected.