The present invention relates to Chimeric Antigen Receptors (CAR) that are recombinant chimeric proteins able to redirect immune cell specificity and reactivity toward selected membrane antigens, and more particularly in which extracellular ligand binding is a scFV derived from a GD3 monoclonal antibody, conferring specific immunity against GD3 positive cells. The engineered immune cells endowed with such CARs are particularly suited for treating solid tumors such as melanomas, carcinomas or liquid tumor such as T-cell lymphoblastic leukemia.